{"id":"W4323666584","doi":"10.31219/osf.io/nfhcy","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":"Investment (military); Business; Psychology; Political science; Law","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":[0.01339296,0.0007017878,0.001245437,0.0005732616,0.005727053,0.005941399,0.001679643,0.006067722,0.1133629],"category_scores_gemma":[0.03599047,0.0004548537,0.0008035578,0.0007825068,0.003105816,0.002244042,0.002726135,0.006566694,0.02059461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01941479,"about_ca_system_score_gemma":0.04071021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2988877,"about_ca_topic_score_gemma":0.3762978,"domain_scores_codex":[0.9913555,0.001915225,0.0003039098,0.00138753,0.002820254,0.002217648],"domain_scores_gemma":[0.9754226,0.006018224,0.0004781791,0.005132432,0.00946037,0.003488222],"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":[0.02491166,0.003654351,0.003994629,0.0007470979,0.0001707477,0.000544576,0.002854182,0.001499588,0.01057761,0.2727647,0.5920832,0.08619777],"study_design_scores_gemma":[0.003470232,0.001432837,0.009549803,0.0001695593,0.0001120452,0.00006253391,0.001355287,0.0007615153,0.005155581,0.04573488,0.9320371,0.0001586719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09180252,0.0007185989,0.01544048,0.06141573,0.01275247,0.01859732,0.04966191,0.002490599,0.7471204],"genre_scores_gemma":[0.348662,0.0004578755,0.01210835,0.04210136,0.001307354,0.02029937,0.01006539,0.0008720588,0.5641263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8866371,"threshold_uncertainty_score":0.594296,"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."}}