{"id":"W4323666963","doi":"10.31219/osf.io/cx4jd","title":"Experiment ended","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Business; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007482773,0.0007333191,0.001224117,0.0003305426,0.003421127,0.004042458,0.001093907,0.005722092,0.09941953],"category_scores_gemma":[0.03056553,0.0004435835,0.0006447171,0.0004842727,0.002044252,0.001810384,0.001952412,0.004995091,0.0169901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009892887,"about_ca_system_score_gemma":0.01910687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1207562,"about_ca_topic_score_gemma":0.1295512,"domain_scores_codex":[0.996143,0.0008199719,0.0001694451,0.000785996,0.001030895,0.001050672],"domain_scores_gemma":[0.9815435,0.006708002,0.000576945,0.00388512,0.004885859,0.002400677],"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":[0.08610062,0.01121217,0.007908784,0.001048065,0.0002375931,0.0006351865,0.003668531,0.00272738,0.01524112,0.2399575,0.5341995,0.09706361],"study_design_scores_gemma":[0.02054348,0.004734939,0.03109818,0.0002496304,0.0002491219,0.00009691315,0.001994657,0.002555569,0.00935885,0.110199,0.8186663,0.0002533959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2821471,0.0005973509,0.012257,0.04499052,0.01304743,0.02069339,0.0826204,0.002677126,0.5409697],"genre_scores_gemma":[0.5209101,0.0002320088,0.006006849,0.02048288,0.001373627,0.02572507,0.0113266,0.0006546427,0.4132882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9005805,"threshold_uncertainty_score":0.3325915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2477942465346359,"score_gpt":0.5336359517746594,"score_spread":0.2858417052400235,"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."}}