{"id":"W2948998661","doi":"10.7202/1060860ar","title":"IN SITU HYBRID SPACES AS GENERATIVE SITES FOR TEACHER PREPARATION","year":2019,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Normative; Mathematics education; Pedagogy; Literacy; Qualitative research; Generative grammar; Psychology; Situational ethics; Sociology; Computer science; Political 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":[0.002417668,0.0004045035,0.0002929533,0.001003885,0.003957967,0.006748578,0.001857147,0.001512425,0.01664687],"category_scores_gemma":[0.004498337,0.0006322583,0.0006021833,0.0006891011,0.008456635,0.005438635,0.01067124,0.001370417,0.002138437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109771,"about_ca_system_score_gemma":0.001003289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004128024,"about_ca_topic_score_gemma":0.001405242,"domain_scores_codex":[0.996282,0.002731687,0.00005843371,0.0003374137,0.0002782208,0.0003121406],"domain_scores_gemma":[0.9965245,0.001941782,0.0001808431,0.0007749841,0.000119218,0.0004585859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003081596,0.0003103667,0.00986904,0.0006185815,0.00004225049,0.003688302,0.5354978,0.003576497,0.0173892,0.3376007,0.004093488,0.08700561],"study_design_scores_gemma":[0.00009682613,0.000541791,0.005407246,0.0005787415,0.00005387028,0.005051724,0.3969919,0.004636708,0.01731293,0.1264293,0.4428047,0.00009428254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5217271,0.001418609,0.2178572,0.00263766,0.0004875129,0.0005351589,0.0001699161,0.001034648,0.2541321],"genre_scores_gemma":[0.9589332,0.0001781539,0.0208334,0.00009622143,0.00002783942,0.0001856534,0.00004336089,0.0001775993,0.01952444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664687,"threshold_uncertainty_score":0.05568928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4325579238450612,"score_gpt":0.4947776214356261,"score_spread":0.06221969759056489,"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."}}