{"id":"W2622252940","doi":"10.7202/1073392ar","title":"Teaching Philosophy of Education: The \"Discussion - Case Study Approach\"","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Teaching philosophy; Engineering ethics; Epistemology; Sociology; Mathematics education; Pedagogy; Psychology; Philosophy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008438197,0.00005552946,0.0000848518,0.00002033228,0.0006455919,0.00003688434,0.0001895064,0.00002467947,0.0001519075],"category_scores_gemma":[0.0004663695,0.00003123008,0.00003939094,0.0002105141,0.000101275,0.0000695772,0.00004493066,0.0001356267,0.00001791421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002972775,"about_ca_system_score_gemma":0.0002661231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457717,"about_ca_topic_score_gemma":0.00004609965,"domain_scores_codex":[0.9988769,0.0004312297,0.0001642845,0.0001403745,0.0002852699,0.0001019713],"domain_scores_gemma":[0.9995614,0.0001029951,0.00004612612,0.0001200086,0.00005995483,0.0001094885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004209252,0.0009698088,0.00951896,0.00003682624,0.00002692973,0.000008744238,0.8236514,0.000001934623,0.000008662003,0.1075054,0.00399167,0.05427545],"study_design_scores_gemma":[0.000115468,0.00004821373,0.0007071905,0.00001960731,0.00003980535,0.000008428948,0.9206693,0.00003180518,0.000009237491,0.0134079,0.06481788,0.0001252352],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4456792,0.0001420964,0.000806462,0.3176855,0.0006870085,0.0009375191,0.000001804312,0.0001230669,0.2339373],"genre_scores_gemma":[0.9944191,0.000003155053,0.001471163,0.003030502,0.0004095819,0.00003504335,0.000001119701,0.000004881958,0.0006254524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5487399,"threshold_uncertainty_score":0.4965437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08062055598587163,"score_gpt":0.3674671585237801,"score_spread":0.2868466025379085,"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."}}