{"id":"W4323666769","doi":"10.31219/osf.io/sbrxf","title":"Experiment ended","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Political science; Psychology; Business; Engineering","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":[0.01289079,0.0006346726,0.001294713,0.0004764069,0.004688952,0.005868576,0.001471527,0.006869104,0.102269],"category_scores_gemma":[0.04150161,0.0004394603,0.0008481967,0.0007368469,0.003074947,0.002148851,0.002495205,0.006075396,0.01823737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01476623,"about_ca_system_score_gemma":0.03466511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1736489,"about_ca_topic_score_gemma":0.200019,"domain_scores_codex":[0.990362,0.002638279,0.0003762863,0.001696192,0.002619822,0.002307381],"domain_scores_gemma":[0.9755766,0.008087049,0.0005940009,0.005278886,0.007383637,0.00307974],"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":[0.03844092,0.004472556,0.005913291,0.0008156737,0.0002004226,0.0008439905,0.005721298,0.00242803,0.006818649,0.3913342,0.4661664,0.0768446],"study_design_scores_gemma":[0.006569856,0.002007697,0.009336046,0.0002522529,0.0001373862,0.0001173554,0.002108169,0.001530222,0.004273404,0.09875575,0.8747217,0.000190141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1544398,0.0008067966,0.0147281,0.04736414,0.01169544,0.02311781,0.05331432,0.001927479,0.6926062],"genre_scores_gemma":[0.482027,0.0003813508,0.008946208,0.02643641,0.001213941,0.02399803,0.007925047,0.0006384445,0.4484336],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.897731,"threshold_uncertainty_score":0.3452764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4934756670188292,"score_gpt":0.559287728172326,"score_spread":0.0658120611534968,"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."}}