{"id":"W2797952791","doi":"","title":"Diagnosis and Pedagogical work: Gaps and Relations between Individual Categorizations and Social Situations in Children’s Everyday Lives.","year":2012,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Social psychology; Work (physics); Sociology; Developmental psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008644023,0.0002535192,0.0005762901,0.006008418,0.003080709,0.00466845,0.001854716,0.001097811,0.00246621],"category_scores_gemma":[0.03615969,0.0003842076,0.0002949515,0.004234978,0.00591729,0.007457279,0.006102907,0.001716865,0.0002083014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005473815,"about_ca_system_score_gemma":0.009687297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05252066,"about_ca_topic_score_gemma":0.05698986,"domain_scores_codex":[0.9934793,0.003184675,0.0004174896,0.0006646476,0.001325748,0.0009282794],"domain_scores_gemma":[0.9779198,0.0139526,0.002579896,0.001187796,0.002306947,0.002053041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009939257,0.0002749692,0.4557078,0.0005128423,0.00004634919,0.0003038163,0.3388096,0.0001816503,0.0002400304,0.01936379,0.002392309,0.1820676],"study_design_scores_gemma":[0.00001417608,0.00005366818,0.4949004,0.0009210541,0.00004107249,0.0003554641,0.4773835,0.0004203072,0.0002905198,0.01679533,0.008788069,0.00003641855],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566903,0.010514,0.001704836,0.01306239,0.0001183348,0.0000290055,0.0001901967,0.00002317709,0.01766773],"genre_scores_gemma":[0.9978279,0.001272097,0.0004069823,0.0001262784,0.00001162274,0.00001954598,0.00005852555,0.000004085669,0.0002728931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05252066,"threshold_uncertainty_score":0.1044299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06825116274827225,"score_gpt":0.3411546246562506,"score_spread":0.2729034619079783,"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."}}