{"id":"W2212364173","doi":"","title":"Investigating Teacher Candidates’ Understandings and Experiences of First Nations Science : Final SIDRU Report SIDRU Educational Research Fund General Research Fund (Envelope B)","year":2006,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Political science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005689043,0.00009010611,0.000146337,0.0008192465,0.00658067,0.0001393203,0.0005180115,0.0001022558,0.0000990008],"category_scores_gemma":[0.0008671032,0.0001099321,0.00003437359,0.002417722,0.006224525,0.0006470673,0.0001227422,0.0002805975,0.000005421617],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044523,"about_ca_system_score_gemma":0.006801771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02604826,"about_ca_topic_score_gemma":0.1130733,"domain_scores_codex":[0.9971091,0.0003005264,0.00004606579,0.0003967622,0.001566167,0.0005813482],"domain_scores_gemma":[0.9974744,0.000746513,0.0002022431,0.0002206074,0.001160115,0.0001960721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003223098,0.0001593329,0.1692582,0.00009969279,0.00001834271,0.00001506145,0.4556029,0.00006546665,0.0008897291,0.1453898,0.228288,0.0001811245],"study_design_scores_gemma":[0.0002067974,0.00009055092,0.01475713,0.0001174017,0.000009035087,0.00001062714,0.7138193,0.000133248,0.0002230926,0.0009193526,0.269542,0.0001715289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7576146,0.0001025583,0.00004361057,0.2208628,0.00009801162,0.0002087609,0.00000452991,0.000009104999,0.02105608],"genre_scores_gemma":[0.9029713,0.00006698356,0.001923672,0.000004433773,0.0001506857,0.000002273791,0.00001548745,0.000005936506,0.09485921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2582163,"threshold_uncertainty_score":0.9988288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375341653343466,"score_gpt":0.3679035819667775,"score_spread":0.230369416632431,"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."}}