{"id":"W1915259724","doi":"10.18357/ijcyfs32-3201210868","title":"PEDAGOGICAL ENCOUNTERS OF THE CASE-BASED KIND","year":2012,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Mirroring; Context (archaeology); Pedagogy; Psychology; Process (computing); Sociology; Social psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006999111,0.0007063329,0.0005847393,0.001971008,0.01228284,0.006132928,0.002495524,0.004686758,0.009279755],"category_scores_gemma":[0.01613468,0.0005802485,0.0008060118,0.001478149,0.01425809,0.005799771,0.0120035,0.006203999,0.001369183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005067422,"about_ca_system_score_gemma":0.004073332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056809,"about_ca_topic_score_gemma":0.006855517,"domain_scores_codex":[0.9894343,0.008054195,0.0002568902,0.0006257463,0.0009910873,0.0006377434],"domain_scores_gemma":[0.9916921,0.005368666,0.0005795304,0.001021176,0.0004548483,0.0008837087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007765785,0.0004044086,0.004257816,0.0003314948,0.00003058343,0.02103999,0.6042811,0.0008217876,0.001845187,0.2834811,0.0286449,0.054784],"study_design_scores_gemma":[0.00003116234,0.00009756941,0.001638873,0.0005877674,0.00001663847,0.03156966,0.2457363,0.001151013,0.001066066,0.08472142,0.6333168,0.00006659528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3385679,0.005666766,0.136936,0.05005273,0.002208159,0.001898134,0.0003433568,0.0005410051,0.4637861],"genre_scores_gemma":[0.8526515,0.003265865,0.08661026,0.005490476,0.0004010036,0.001034927,0.0001852838,0.0001675759,0.05019312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01228284,"threshold_uncertainty_score":0.03701526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344971126631846,"score_gpt":0.3264665509426029,"score_spread":0.1919694382794183,"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."}}