{"id":"W2567054743","doi":"","title":"How Elementary School Teachers Adapt their Classroom Environment and Instructional Strategies in General Classroom Settings for Students with Visual Impairment","year":2014,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Visual impairment","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":[],"consensus_categories":[],"category_scores_codex":[0.0002073145,0.0001339493,0.0001637849,0.000007445412,0.0001686012,0.00004915298,0.0001703179,0.00005477559,0.0005108649],"category_scores_gemma":[0.000002704362,0.00006554311,0.0000476725,0.00002252683,0.00008455058,0.0003934926,0.00009854765,0.00006788293,6.743157e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239288,"about_ca_system_score_gemma":0.00001347097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01396626,"about_ca_topic_score_gemma":0.03639522,"domain_scores_codex":[0.9991311,0.00006021555,0.00007108978,0.0002577144,0.0002636519,0.0002162066],"domain_scores_gemma":[0.9997278,0.00002064876,0.00008933205,0.0000435348,0.00002308153,0.00009554296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00122647,0.000751528,0.3776545,0.00007463496,0.0002854034,0.000003797209,0.005554426,0.0001563258,0.110833,0.000397882,0.001013556,0.5020485],"study_design_scores_gemma":[0.001267114,0.001809235,0.9163494,0.00002561347,0.0000219265,0.000001519748,0.06875256,0.0003404731,0.0002413977,0.0000382671,0.01096433,0.0001881265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955196,0.0001327755,0.0001478362,0.003577059,0.00002348713,0.0003573568,0.00001429238,0.00001393361,0.0002136126],"genre_scores_gemma":[0.9971302,0.00007882431,0.002192706,0.00005557684,0.00006154265,0.000002674492,0.00002215267,0.000001303258,0.0004550788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5386949,"threshold_uncertainty_score":0.9925998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249579843223867,"score_gpt":0.2066600747404848,"score_spread":0.1941642763082462,"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."}}