{"id":"W3187898001","doi":"10.21810/sfuer.v14i1.2405","title":"Teacher and Researcher in Entangled Relations","year":2021,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Sociology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05032143,0.0006093453,0.001804083,0.01159008,0.006532643,0.01968849,0.00187709,0.009556,0.004930744],"category_scores_gemma":[0.1124021,0.001046158,0.0007142182,0.008985476,0.03013217,0.03476302,0.01099476,0.006669822,0.0008045224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005738979,"about_ca_system_score_gemma":0.01575414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003327877,"about_ca_topic_score_gemma":0.008651267,"domain_scores_codex":[0.9173114,0.06908983,0.003619616,0.002523706,0.004965655,0.002489713],"domain_scores_gemma":[0.7649199,0.211787,0.00686051,0.006858005,0.006748546,0.002825982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005142737,0.00001960339,0.0007449412,0.002897215,0.00008650188,0.0001976946,0.02749265,0.0001486842,0.00006797541,0.8990461,0.01547271,0.05377441],"study_design_scores_gemma":[0.00006284007,0.00006528653,0.001867706,0.01603087,0.0001671928,0.0005724964,0.03999579,0.0003519179,0.000136257,0.5477916,0.3929194,0.00003867851],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01022295,0.8057188,0.008259396,0.1307248,0.008147203,0.00005433732,0.00004623254,0.00004602805,0.03678031],"genre_scores_gemma":[0.5541201,0.3975463,0.006514264,0.02236458,0.009073022,0.0005434046,0.00007152718,0.0001076853,0.009659167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05032143,"threshold_uncertainty_score":0.2661284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2548511856797718,"score_gpt":0.5093817320206059,"score_spread":0.2545305463408341,"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."}}