{"id":"W4239052457","doi":"10.18733/c3bh3g","title":"Invisible","year":2017,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002101787,0.0007247287,0.0005660814,0.002456777,0.007587898,0.01727022,0.001316604,0.002403582,0.07993714],"category_scores_gemma":[0.008328324,0.0004013567,0.0004545422,0.001380133,0.01598456,0.01293223,0.01061273,0.005969313,0.01566527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605675,"about_ca_system_score_gemma":0.002448885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281549,"about_ca_topic_score_gemma":0.0016503,"domain_scores_codex":[0.9976488,0.0008418142,0.00008543471,0.0004057036,0.0007084113,0.0003098647],"domain_scores_gemma":[0.9958223,0.001382746,0.000237508,0.001199153,0.0006084309,0.00074991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003419274,0.00003416738,0.0003376101,0.0001056378,0.000006376259,0.0002242628,0.01521438,0.00003015845,0.0006350034,0.9167767,0.0263619,0.04023962],"study_design_scores_gemma":[0.00001225165,0.0000227155,0.0005610493,0.0002873139,0.00001066913,0.0003508231,0.009181565,0.00009650869,0.0005710957,0.1850547,0.8038368,0.00001456051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009725181,0.001796696,0.006775271,0.007464542,0.002097831,0.00003209305,0.00008781793,0.0001924816,0.971828],"genre_scores_gemma":[0.4049434,0.002523633,0.003631888,0.004469997,0.002072562,0.000067541,0.0002372888,0.0006815956,0.5813721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9200628,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8370440002890116,"score_gpt":0.5393318661374343,"score_spread":0.2977121341515773,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}