{"id":"W2997939179","doi":"10.26881/pwe.2019.44.05","title":"‘Me, in my class’: Teacher candidates (self-)portraits of their presence in the classroom","year":2019,"lang":"en","type":"article","venue":"Problemy Wczesnej Edukacji","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Institution; Class (philosophy); Mathematics education; Subordination (linguistics); Task (project management); Psychology; Space (punctuation); Teacher education; Representation (politics); Pedagogy; Sociology; Computer science; Linguistics; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001317598,0.0003106191,0.0002570474,0.001308801,0.003027462,0.003197883,0.0004129991,0.0007098845,0.003790845],"category_scores_gemma":[0.003569826,0.0002891143,0.0002331601,0.0005340969,0.003438434,0.001946219,0.002086402,0.00185802,0.0006383026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006431972,"about_ca_system_score_gemma":0.0004903561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274566,"about_ca_topic_score_gemma":0.005869037,"domain_scores_codex":[0.9988647,0.0006199616,0.00005121082,0.0001013707,0.000215525,0.0001472616],"domain_scores_gemma":[0.9987131,0.0004544789,0.0002954884,0.0001194865,0.0001617052,0.0002556932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005263981,0.00003159499,0.008049446,0.00003759545,0.000005815763,0.000888755,0.9754654,0.00004240492,0.002637923,0.00382174,0.0009581899,0.008008508],"study_design_scores_gemma":[0.000006943726,0.00007989875,0.02124471,0.00005965057,0.000009687421,0.00170915,0.9447806,0.0001399288,0.0007076207,0.0004859024,0.03074618,0.00002964241],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784003,0.0002408365,0.001148131,0.0009506582,0.00004243478,0.00001592558,0.00003102745,0.00002091748,0.01914967],"genre_scores_gemma":[0.9952885,0.0001272861,0.0002167008,0.00004410336,0.000006753659,0.000008806399,0.00001820524,0.00000994836,0.004279566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003790845,"threshold_uncertainty_score":0.01268166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611041909577783,"score_gpt":0.2838013754756093,"score_spread":0.2676909563798315,"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."}}