{"id":"W4298006919","doi":"10.4000/communication.15810","title":"Vol. 39/2","year":2022,"lang":"en","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007669631,0.001476302,0.0006684114,0.002321238,0.002565276,0.009914677,0.0007882171,0.003008821,0.8001741],"category_scores_gemma":[0.002767671,0.0003577295,0.0006322451,0.002096186,0.001301529,0.002491522,0.002914601,0.002714495,0.7841681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793502,"about_ca_system_score_gemma":0.001857032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004326203,"about_ca_topic_score_gemma":0.00616365,"domain_scores_codex":[0.9992937,0.00007913563,0.00002880621,0.0001410286,0.0003198172,0.0001374485],"domain_scores_gemma":[0.9990602,0.0001749355,0.00003372009,0.0001392691,0.0003549448,0.0002370319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003641198,0.00003790499,0.0001772007,0.0001463819,0.000003924933,0.00008259039,0.00007216568,0.0000563412,0.0005179761,0.006535669,0.9592897,0.03304365],"study_design_scores_gemma":[0.000005832553,0.0000099524,0.0003592064,0.0001096473,0.00000182232,0.00004445502,0.00007126066,0.00005165186,0.0001296105,0.0007087316,0.9985036,0.00000427202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002697822,0.000778676,0.0001215378,0.001280641,0.002631581,0.00004392958,0.0006460984,0.000215059,0.9940128],"genre_scores_gemma":[0.00106086,0.0004074333,0.00003605582,0.0005075551,0.000496109,0.00002407527,0.0002536412,0.0001017176,0.9971125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1998259,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05748621588195181,"score_gpt":0.3364115532357295,"score_spread":0.2789253373537777,"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."}}