{"id":"W4411617803","doi":"10.51847/wvvitvf","title":"10.51847/WVvITvF","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traditional medicine; Inclusion (mineral); Food science; Chemistry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007370361,0.00009933869,0.0001643383,0.0001006514,0.0007229954,0.00001769669,0.0002905306,0.00005814242,0.9990813],"category_scores_gemma":[0.0002568816,0.0000826792,0.00004294331,0.0003594639,0.00007459272,0.00009877796,0.0001986617,0.0002346333,0.9992083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008393607,"about_ca_system_score_gemma":0.00009939134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006796151,"about_ca_topic_score_gemma":7.931496e-7,"domain_scores_codex":[0.9982979,0.0002135907,0.0002081403,0.0002718317,0.0003953768,0.0006131386],"domain_scores_gemma":[0.9990034,0.0002285122,0.00002638894,0.000373249,0.0001300216,0.0002384114],"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":[0.00003835556,0.00002011257,0.000002351493,0.00001214797,0.0000109616,0.0000043499,0.0001715835,0.000004375585,0.00002632839,0.000003748233,0.6551102,0.3445954],"study_design_scores_gemma":[0.0002313897,0.00004883042,0.0003234053,0.00003662725,0.000005102775,2.104346e-7,0.00004159245,0.00003464336,0.000002297955,0.00000545579,0.9991786,0.00009182772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001147215,0.00002980355,2.094792e-7,0.001424784,0.00001888768,0.0005293571,0.0000420172,0.0001469591,0.9966608],"genre_scores_gemma":[0.00009402529,0.000001251113,0.00007852801,0.0001848084,0.0001485615,0.00008438968,0.000009562927,0.00001380136,0.9993851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3445036,"threshold_uncertainty_score":0.5560769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05227938585840864,"score_gpt":0.3642734553016919,"score_spread":0.3119940694432833,"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."}}