{"id":"W3112395511","doi":"","title":"Professional training of teachers for social and pedagogical activity: progressive world practices","year":2021,"lang":"en","type":"article","venue":"Revista Inclusiones","topic":"Social and Behavioral Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Training (meteorology); Social work; Pedagogy; Work (physics); Medical education; Professional development; State (computer science); Psychology; Sociology; Political science; Public relations; Medicine","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":[0.003834177,0.0002712987,0.0002109665,0.0009119939,0.003533419,0.004205965,0.0007828929,0.001514501,0.004558424],"category_scores_gemma":[0.004492529,0.0002248177,0.0001917051,0.0005071297,0.004026325,0.002007391,0.004318721,0.001513656,0.0008145373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016084,"about_ca_system_score_gemma":0.003447606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412892,"about_ca_topic_score_gemma":0.002709686,"domain_scores_codex":[0.995913,0.002204702,0.0001519111,0.0003601595,0.0008157357,0.0005543938],"domain_scores_gemma":[0.9963055,0.00134867,0.000446853,0.0003583849,0.0004630443,0.001077549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008492254,0.001088121,0.02079586,0.001302226,0.00001412793,0.002399073,0.4776215,0.0001488783,0.006251885,0.03131961,0.02053453,0.4384394],"study_design_scores_gemma":[0.00003303214,0.0005107409,0.03293506,0.001736553,0.00001533703,0.007082245,0.2657195,0.0002330886,0.001548529,0.007443919,0.6826988,0.00004314959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6512108,0.02775579,0.01063728,0.0410234,0.001457639,0.0005681054,0.00005694273,0.000320796,0.2669693],"genre_scores_gemma":[0.9415461,0.009556824,0.005451984,0.002677667,0.0003094254,0.0001302686,0.00003690879,0.00005181148,0.040239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004558424,"threshold_uncertainty_score":0.02027726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4993285115677236,"score_gpt":0.5437652909925488,"score_spread":0.04443677942482516,"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."}}