{"id":"W4300979522","doi":"10.1080/02615479.2022.2131032","title":"Protecting children: theoretical and practical aspects","year":2022,"lang":"en","type":"article","venue":"Social Work Education","topic":"Psychology of Development and Education","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Engineering ethics; Psychology; Sociology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.01041599,0.001051247,0.0004617608,0.000984217,0.003488637,0.004675192,0.002423437,0.01404272,0.004729422],"category_scores_gemma":[0.009509465,0.0004104976,0.0003448011,0.0009111619,0.02831338,0.009567511,0.005518135,0.0094548,0.0009858969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004568136,"about_ca_system_score_gemma":0.008993181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007706834,"about_ca_topic_score_gemma":0.009043009,"domain_scores_codex":[0.9923277,0.005366931,0.0001721328,0.0003769575,0.001106142,0.0006500439],"domain_scores_gemma":[0.9939902,0.004370727,0.0002796602,0.0002607545,0.0005979145,0.0005007883],"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":[0.00002059376,0.0001383719,0.000880222,0.000879351,0.00001035634,0.0004742517,0.01674291,0.0004056908,0.0002027971,0.7087176,0.2007362,0.0707917],"study_design_scores_gemma":[0.00003212714,0.0001023976,0.002885015,0.005408751,0.00001624455,0.001557663,0.03861973,0.0003265155,0.0005250031,0.3173388,0.6331368,0.00005093664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004143215,0.1120098,0.003748033,0.762461,0.003631392,0.00006802662,0.00003105623,0.0000356634,0.1138719],"genre_scores_gemma":[0.4719582,0.2336531,0.01371402,0.2027267,0.01121868,0.0008053234,0.0000911918,0.00007125703,0.06576155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01404272,"threshold_uncertainty_score":0.05508566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785267804438892,"score_gpt":0.3590033380538201,"score_spread":0.3411506600094312,"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."}}