{"id":"W2296359207","doi":"10.12968/prps.2016.191.22","title":"Children deserve better","year":2016,"lang":"en","type":"article","venue":"Practical Pre-School","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Disadvantaged; Quarter (Canadian coin); Warning signs; Warning system; Psychology; Medicine; Medical education; Economic growth; Geography; Economics; Engineering; Telecommunications","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":[0.003761134,0.0007274696,0.000902906,0.0007113066,0.003705959,0.005138307,0.0007678936,0.005201168,0.1080919],"category_scores_gemma":[0.01049538,0.0002195817,0.0007511092,0.0006047192,0.003528304,0.005447344,0.006276222,0.009041052,0.02551896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083217,"about_ca_system_score_gemma":0.005645155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006187663,"about_ca_topic_score_gemma":0.01501317,"domain_scores_codex":[0.9968574,0.0009324944,0.000101243,0.0002809842,0.0008620637,0.0009658348],"domain_scores_gemma":[0.9945368,0.0004953141,0.0003294654,0.0004614955,0.001021595,0.0031553],"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":[0.00004504132,0.00003880272,0.001225361,0.0001291567,0.0000252361,0.0001559755,0.001076323,0.00002323979,0.0001644413,0.02204283,0.9182509,0.05682262],"study_design_scores_gemma":[0.000009812198,0.00002267829,0.001503581,0.0001709098,0.000009681581,0.0001673607,0.0009067451,0.000004328422,0.00005734564,0.003554348,0.9935843,0.000008976417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004674201,0.02580968,0.0006860596,0.7554073,0.03491638,0.00003279617,0.001066334,0.0004222655,0.176985],"genre_scores_gemma":[0.08463537,0.03209873,0.003908452,0.4985508,0.01781717,0.000107012,0.001680071,0.0005392256,0.3606632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1080919,"threshold_uncertainty_score":0.3616033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253288136792471,"score_gpt":0.3509654372025164,"score_spread":0.3256366235232693,"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."}}