{"id":"W2256784076","doi":"10.1016/j.chiabu.2010.01.001","title":"Introduction","year":2010,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Operationalization; Health care; Data collection; Computer science; Construct (python library); Management science; Empirical research; Transparency (behavior); Macro; Data science; Psychology; Sociology; Engineering; Political science; Social science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001504075,0.000423254,0.000324649,0.001280444,0.001287797,0.003790253,0.001273345,0.001465961,0.5141119],"category_scores_gemma":[0.00558204,0.0001845814,0.0004061877,0.001374155,0.0006184098,0.002024571,0.002270525,0.001380839,0.300905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379306,"about_ca_system_score_gemma":0.00259527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003638423,"about_ca_topic_score_gemma":0.004645502,"domain_scores_codex":[0.9988469,0.000189912,0.00005378916,0.0002326773,0.0005125711,0.0001640492],"domain_scores_gemma":[0.9976798,0.0003716365,0.00009833179,0.0003352737,0.001065106,0.0004497729],"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":[0.00006195217,0.00005393912,0.001248365,0.0001699541,0.00000457851,0.0001145534,0.0003909954,0.000132416,0.0002799116,0.07000727,0.7157258,0.2118103],"study_design_scores_gemma":[0.00000377469,0.00000893998,0.0005947277,0.00006752613,0.00000136631,0.00005933171,0.0001249144,0.0000284472,0.00007307403,0.00382592,0.9952088,0.000003234892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00253627,0.001741598,0.006588547,0.01219487,0.004869577,0.0002639603,0.007263847,0.0009044793,0.9636369],"genre_scores_gemma":[0.01602081,0.001784345,0.004507674,0.006472809,0.00131166,0.0002938105,0.006043125,0.0003713299,0.9631944],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5141119,"threshold_uncertainty_score":0.6930604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041019751029955,"score_gpt":0.3550938590384826,"score_spread":0.250991883935487,"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."}}