{"id":"W4283009489","doi":"10.37119/ojs2022.v27i2a.533","title":"Relationship-Based, In-Service Learning for Teachers of Indigenous Students","year":2022,"lang":"en","type":"article","venue":"in education","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Lakehead University","keywords":"Indigenous; Indigenous education; Service-learning; Politics; Pedagogy; Interpersonal communication; Sociology; Psychology; Political science; Social science; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227314,0.00003101311,0.00004879033,0.00013673,0.000275875,0.00001426861,0.0001639341,0.00002661565,0.00007136372],"category_scores_gemma":[0.0003719506,0.00004000043,0.00001452324,0.0003660565,0.00001556134,0.000125224,0.00001372768,0.0001627655,0.000002284145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003320611,"about_ca_system_score_gemma":0.001104006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006956745,"about_ca_topic_score_gemma":0.01025201,"domain_scores_codex":[0.9991632,0.0002667966,0.0001400049,0.00009408257,0.0002383866,0.00009753942],"domain_scores_gemma":[0.9992254,0.0005100833,0.0001262419,0.00005450641,0.00006402599,0.00001967569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009299675,0.0005744525,0.7983725,0.00001236666,0.000001362177,2.677942e-8,0.1894081,0.004715277,0.000004313642,0.002788828,0.0000704393,0.004043031],"study_design_scores_gemma":[0.0001475453,0.00003182995,0.5825042,0.000009530138,0.000003651845,8.016026e-8,0.3694327,0.00002519122,0.000002560088,0.002683844,0.0451097,0.00004914849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904405,0.0003777558,0.000006258721,0.006334461,0.00038119,0.0002924757,0.000001138153,0.000006320271,0.002159926],"genre_scores_gemma":[0.9986615,0.00001996831,0.0002308595,0.0001591871,0.0000707547,0.0002933932,0.00002796847,0.000004843246,0.0005315355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2158683,"threshold_uncertainty_score":0.999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06849422513374154,"score_gpt":0.4338113843916668,"score_spread":0.3653171592579252,"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."}}