{"id":"W3115058135","doi":"10.7202/1073099ar","title":"\"What to Do? Case Studies for Teachers (2nd edition)\" (William Hare and John Portelli)","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Classics; Psychology; History","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":[0.006509276,0.001302132,0.000844333,0.004641238,0.004096125,0.008027744,0.002635334,0.005090075,0.01269866],"category_scores_gemma":[0.00719071,0.001129799,0.0007390389,0.004355664,0.006117543,0.00983668,0.0049179,0.003435205,0.004779796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003197282,"about_ca_system_score_gemma":0.005937438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02690965,"about_ca_topic_score_gemma":0.09594702,"domain_scores_codex":[0.9976557,0.001216956,0.0001682039,0.0001170134,0.0006757145,0.0001663732],"domain_scores_gemma":[0.9964624,0.002396587,0.0001314111,0.0001590615,0.0005885009,0.0002621578],"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":[0.00004320399,0.000144601,0.000581819,0.0009561105,0.000008843617,0.000889485,0.01929315,0.0001701323,0.0005915254,0.02851251,0.7044367,0.2443719],"study_design_scores_gemma":[0.0000121831,0.00003994773,0.001790164,0.001859475,0.000008662311,0.001067664,0.01403103,0.00007199106,0.0002824506,0.01002632,0.9707879,0.00002221027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007143204,0.5956627,0.01506457,0.1212017,0.03522358,0.0007455698,0.0006851403,0.0004236982,0.2238499],"genre_scores_gemma":[0.06771375,0.4112145,0.03405076,0.03369562,0.008518646,0.001760845,0.0009759961,0.0006175025,0.4414523],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02690965,"threshold_uncertainty_score":0.05350602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07704510691844786,"score_gpt":0.3862837598972842,"score_spread":0.3092386529788363,"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."}}