{"id":"W2940988047","doi":"10.17605/osf.io/zy2j9","title":"Centre For Infant Cognition, UBC, PI Kiley Hamlin","year":2017,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognition; Psychology; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002228194,0.0003464085,0.0005342595,0.000130306,0.0006664474,0.0002292755,0.0008091481,0.0002931085,0.1961703],"category_scores_gemma":[0.004809037,0.0003543016,0.0003139719,0.00005979025,0.0002043027,0.0003322518,0.0008279669,0.0003837733,0.2004225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286874,"about_ca_system_score_gemma":0.0002889282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006964547,"about_ca_topic_score_gemma":0.00005431526,"domain_scores_codex":[0.9967815,0.0001166231,0.0005881637,0.00153694,0.00040638,0.0005703809],"domain_scores_gemma":[0.9947338,0.0002772544,0.0003988358,0.003751809,0.000512489,0.0003258253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002863738,0.0003756934,0.5376359,0.001213851,0.001175409,0.0002596816,0.008946929,0.00002167224,0.01397522,0.00387235,0.3629632,0.06669638],"study_design_scores_gemma":[0.004375375,0.000004120372,0.116965,0.0005645652,0.0003489048,0.0001101241,0.0001928549,0.0002800927,0.04044851,0.003630643,0.8323725,0.0007072527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1917478,0.000002399879,0.0006399167,0.002199174,0.0007986979,0.002459578,0.000163052,0.0001934686,0.801796],"genre_scores_gemma":[0.7247286,0.00009924079,0.007043474,0.0007818108,0.0003631692,0.0003686256,0.0005506179,0.00007583247,0.2659886],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5358074,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873453359613741,"score_gpt":0.2781422312460475,"score_spread":0.2594076976499101,"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."}}