{"id":"W2893312449","doi":"10.14288/1.0347382","title":"Constructing Child Health","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.00356115,0.0005192175,0.0003241882,0.001466924,0.01398488,0.007306827,0.001336781,0.001885547,0.01199778],"category_scores_gemma":[0.003311318,0.0003052046,0.0003156947,0.001362974,0.03192803,0.003715859,0.008178888,0.003225846,0.001157339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03393859,"about_ca_system_score_gemma":0.03015016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4970633,"about_ca_topic_score_gemma":0.5711854,"domain_scores_codex":[0.9973531,0.001107446,0.00004512672,0.0002481013,0.0004897621,0.0007565232],"domain_scores_gemma":[0.9987074,0.0002789401,0.00009044295,0.0001183477,0.000360383,0.0004444894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009687619,0.00001729434,0.003050336,0.00006977442,0.000005573594,0.0003414336,0.1606311,0.0001187772,0.0002027895,0.7901835,0.02063099,0.02473868],"study_design_scores_gemma":[0.000003835622,0.00001281297,0.002310123,0.000316846,0.000007805805,0.0001982033,0.07048861,0.00007123053,0.0001572072,0.03982067,0.8865951,0.00001764159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02768073,0.00941532,0.01291713,0.04502703,0.001218705,0.0001416241,0.0003105859,0.0001957205,0.9030932],"genre_scores_gemma":[0.7860838,0.01122877,0.01442446,0.008477798,0.0003083344,0.0002058136,0.000443525,0.0001950088,0.1786325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4970633,"threshold_uncertainty_score":0.9883401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660210599772777,"score_gpt":0.2872308641470181,"score_spread":0.2606287581492903,"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."}}