{"id":"W6904807236","doi":"10.1371/journal.pone.0293656.s001","title":"Search strands.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Autism; Service provider; Access to information; Immigration; Data access; Health care; Process (computing)","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":["insufficient_payload"],"category_scores_codex":[0.01805136,0.002279117,0.008346803,0.04303119,0.002893469,0.009782434,0.005902739,0.004697598,0.5062326],"category_scores_gemma":[0.07598785,0.0018581,0.003769844,0.04882189,0.001795323,0.00514224,0.008069316,0.002943604,0.1117027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01257828,"about_ca_system_score_gemma":0.06204645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03906164,"about_ca_topic_score_gemma":0.04416305,"domain_scores_codex":[0.9841087,0.003640636,0.007288529,0.001746451,0.002244738,0.0009708663],"domain_scores_gemma":[0.953006,0.0229627,0.004963047,0.002509374,0.01453824,0.002020622],"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":[0.0005544404,0.00004107382,0.0006222185,0.4132583,0.0003448094,0.0002485306,0.001702533,0.0001373353,0.0002881073,0.01000014,0.4796731,0.09312933],"study_design_scores_gemma":[0.0004240629,0.00005729289,0.001037759,0.1924974,0.0004456546,0.0001339801,0.001112232,0.00009549512,0.0001059501,0.003836502,0.8001977,0.00005596827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001302068,0.04770856,0.00391359,0.01363443,0.00228622,0.03901783,0.7431838,0.002941593,0.146012],"genre_scores_gemma":[0.01397571,0.1416989,0.03466113,0.01871551,0.001332047,0.3643863,0.2613715,0.003949014,0.15991],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4937674,"threshold_uncertainty_score":0.7042993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2419036101393658,"score_gpt":0.439781548912691,"score_spread":0.1978779387733252,"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."}}