{"id":"W2800849526","doi":"10.29173/pandpr29359","title":"Book Review--Max van Manen's Pedagogical Tact. Knowing what to Do When you Don't Know What to Do.","year":2018,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tact; Psychology; Philosophy; Epistemology; Psychoanalysis; Pedagogy; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002677846,0.0003169784,0.0004992682,0.0001803224,0.0009248559,0.0008239563,0.0007834755,0.0002065657,0.01209962],"category_scores_gemma":[0.004391863,0.0003049679,0.0001000701,0.0005424047,0.0005287705,0.00444743,0.0002823629,0.0005619784,0.007607151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003925352,"about_ca_system_score_gemma":0.0002985044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002892532,"about_ca_topic_score_gemma":0.0003022527,"domain_scores_codex":[0.995712,0.001471202,0.000463544,0.0008434876,0.0005409782,0.0009687977],"domain_scores_gemma":[0.9970207,0.001052964,0.0002699481,0.0006356586,0.0005153837,0.0005053949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000091579,0.0002890346,0.000280492,0.00004727182,0.0001335809,0.00001033458,0.5790442,4.57988e-7,0.00001944473,0.003844759,0.3098344,0.1064045],"study_design_scores_gemma":[0.0001064159,0.0001618687,0.0001391135,0.0002279226,0.00008657356,0.000005327388,0.383541,7.631908e-8,0.000005255961,0.0002971701,0.6151996,0.0002296186],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001257753,0.2874254,0.0001407089,0.6667539,0.002300732,0.0008863034,0.000001321652,0.0001392147,0.0410946],"genre_scores_gemma":[0.04304386,0.2845366,0.005133782,0.5600526,0.006514605,0.0006212327,0.00001264861,0.0001021509,0.09998246],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3053652,"threshold_uncertainty_score":0.9999402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1609680109866655,"score_gpt":0.4515764314752515,"score_spread":0.2906084204885859,"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."}}