{"meta":{"query_hash":"d430750e5394","filters":{"venue":"Breakthrough"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d430750e5394","api":"https://metacan.xera.ac/api/v1/cohort?venue=Breakthrough"},"results":[{"id":"W7105672806","doi":"10.1108/979-8-88730-192-120251013","title":"Pedagogical Nightmare or Bountiful Technology?","year":2023,"lang":"en","type":"book-chapter","venue":"Breakthrough","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"","score_opus":0.18639082444124208,"score_gpt":0.31768758036704225,"score_spread":0.13129675592580017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105672806","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017750881,0.009983995,0.0018710995,0.029118871,0.0031822694,0.000010739856,0.00003201654,0.00011896621,0.95390695],"genre_scores_gemma":[0.08545344,0.009493609,0.0008660667,0.007980297,0.0014973421,0.000039063274,0.000041036346,0.00017507997,0.89445406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99924743,0.00033568213,0.0000118174485,0.0000800436,0.0001484459,0.00017669337],"domain_scores_gemma":[0.9994012,0.00021355717,0.000029067258,0.00009967815,0.0000608952,0.00019565025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045856,0.00048050607,0.0003825646,0.00067715714,0.0040026233,0.0088503705,0.00080964674,0.0027235292,0.03782071],"category_scores_gemma":[0.0019610042,0.00016749521,0.000206739,0.0007534957,0.012046626,0.010094441,0.0042918394,0.0053152675,0.011249361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001007845,0.000013698196,0.000024896231,0.000036938254,9.3534857e-7,0.000025382882,0.0025219482,0.000019789504,0.00006906827,0.89717656,0.08027679,0.01982405],"study_design_scores_gemma":[0.0000034019647,0.000009073247,0.000058010795,0.000093201124,0.0000011509758,0.000055110206,0.00225244,0.000034245768,0.00007975565,0.062035065,0.9353756,0.0000030572794],"about_ca_topic_score_codex":0.004075689,"about_ca_topic_score_gemma":0.008401755,"teacher_disagreement_score":0.03782071,"about_ca_system_score_codex":0.0029402813,"about_ca_system_score_gemma":0.0028440696,"threshold_uncertainty_score":0.12652296},"labels":[],"label_agreement":null},{"id":"W7105673157","doi":"10.1108/979-8-88730-192-120251021","title":"Pushing Boundaries and Balance","year":2023,"lang":"en","type":"book-chapter","venue":"Breakthrough","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"","score_opus":0.02179280882093172,"score_gpt":0.20136133069843898,"score_spread":0.17956852187750727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105673157","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006574154,0.010651293,0.0030166304,0.028165726,0.0021520616,0.000016037744,0.000044589113,0.000063603744,0.9552327],"genre_scores_gemma":[0.09667811,0.012829094,0.0047154096,0.024311643,0.0024109073,0.00017183603,0.0001357208,0.0004018675,0.8583454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982175,0.0007075549,0.000032946293,0.00025174906,0.0005485182,0.00024158924],"domain_scores_gemma":[0.99881905,0.00052819704,0.000056063825,0.00017479385,0.00021324011,0.00020859382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024351845,0.0009257672,0.0007078039,0.0011776957,0.0044201845,0.013168343,0.0014861454,0.004672965,0.051619504],"category_scores_gemma":[0.005655981,0.00038510733,0.0003220095,0.0011702285,0.018547341,0.015741358,0.00626888,0.007792285,0.0138774235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048061693,0.000006135605,0.00001448645,0.000016833335,0.0000010489767,0.000010496838,0.0006350678,0.000057815098,0.000024439674,0.92418855,0.067178585,0.007861691],"study_design_scores_gemma":[0.0000043997074,0.0000033834285,0.000031855212,0.000104909035,0.0000011748716,0.00002007164,0.0007963857,0.000070392634,0.00003669017,0.45787907,0.5410473,0.0000044152303],"about_ca_topic_score_codex":0.0065513393,"about_ca_topic_score_gemma":0.0110836,"teacher_disagreement_score":0.051619504,"about_ca_system_score_codex":0.00674209,"about_ca_system_score_gemma":0.007453483,"threshold_uncertainty_score":0.17268443},"labels":[],"label_agreement":null}]}