{"id":"W7096320972","doi":"","title":"Contents REGULAR PAPERS Canadian FSL Teacher Candidate Beliefs about Students with Learning Difficulties","year":2016,"lang":"en","type":"article","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Learning disability; Comprehension; Context (archaeology)","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":[],"category_scores_codex":[0.0005660892,0.0001278035,0.0001417441,0.00007923495,0.001587938,0.0001353988,0.000280265,0.00007711707,0.0007889944],"category_scores_gemma":[0.0003432649,0.00007102219,0.00002809279,0.0001909989,0.0002400031,0.0001976968,0.00005677596,0.0001490764,0.00006677188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006796707,"about_ca_system_score_gemma":0.0004095608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5822256,"about_ca_topic_score_gemma":0.9058663,"domain_scores_codex":[0.9983177,0.0003372411,0.0001227614,0.000242144,0.0005468078,0.0004333006],"domain_scores_gemma":[0.9992135,0.0000507014,0.00006005749,0.0001266627,0.0001343167,0.0004148039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004353563,0.00006558076,0.9267685,0.000003115246,0.00007951136,0.00002334893,0.0446282,0.000006925572,0.00208067,0.003977775,0.006224219,0.01609857],"study_design_scores_gemma":[0.001199527,0.0001765016,0.353284,0.0001885555,0.00001995872,8.703792e-7,0.03949483,0.000003262295,0.0001254696,0.00003302593,0.6050925,0.000381473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742296,0.00005632345,0.00002351675,0.004469122,0.0001126302,0.0001951224,0.000005267048,0.0001112827,0.1207972],"genre_scores_gemma":[0.8309511,0.00007341903,0.000035892,0.0002523788,0.00009286412,0.00000954603,0.000003078251,0.0000112585,0.1685705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5988683,"threshold_uncertainty_score":0.9997119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023004995716296,"score_gpt":0.2772015477668085,"score_spread":0.2669714978096455,"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."}}