{"id":"W2945113614","doi":"","title":"Dr. Mike Apkon","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Political science; Law","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":["insufficient_payload"],"category_scores_codex":[0.0009817082,0.0007344283,0.0006641491,0.001203611,0.001334843,0.002003337,0.0007200214,0.001765586,0.326593],"category_scores_gemma":[0.00969727,0.000289873,0.0002653252,0.0003242695,0.0006338385,0.001658587,0.001726475,0.003360147,0.2030488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008001393,"about_ca_system_score_gemma":0.001238719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707569,"about_ca_topic_score_gemma":0.002812141,"domain_scores_codex":[0.9994647,0.00009553906,0.00002596663,0.0001305766,0.0002052499,0.00007796839],"domain_scores_gemma":[0.9978466,0.0003437845,0.000104871,0.00008977607,0.0007351195,0.000879765],"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":[0.0001054355,0.00003377538,0.001253998,0.0001424029,0.000009097414,0.0008699278,0.0002107666,0.00004170058,0.0005169742,0.00180074,0.8893266,0.1056886],"study_design_scores_gemma":[0.00001128951,0.00003441237,0.001001475,0.0001899624,0.000009697323,0.00674331,0.0004079223,0.00009643321,0.0005332208,0.0008891752,0.9900652,0.00001796324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01261692,0.06091247,0.008256232,0.3894823,0.06814594,0.0002455565,0.001637318,0.003661653,0.4550416],"genre_scores_gemma":[0.03345847,0.02293274,0.003396011,0.03806617,0.006545066,0.0001324464,0.000731401,0.0009526243,0.8937851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.673407,"threshold_uncertainty_score":0.9605334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990443741927531,"score_gpt":0.3158987819168426,"score_spread":0.2859943444975673,"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."}}