{"id":"W6960072711","doi":"10.11575/prism/37305","title":"A profile of students with special needs in Alberta","year":2019,"lang":"en","type":"other","venue":"Open MIND","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Special needs; Special education; Socioeconomic status; Mental health; Public health; Service (business); Basic needs; Needs assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939143,0.0001369346,0.0001441169,0.002031033,0.001111719,0.0005925376,0.0004843149,0.0002140136,0.002892391],"category_scores_gemma":[0.0006297346,0.0001522411,0.0001393745,0.002554102,0.0002769816,0.0002448059,0.0007282041,0.0003588916,0.0005411184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681998,"about_ca_system_score_gemma":0.004313764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7146941,"about_ca_topic_score_gemma":0.8840097,"domain_scores_codex":[0.9997095,0.00001266499,0.00001650922,0.00002057672,0.0001269307,0.0001136471],"domain_scores_gemma":[0.9993989,0.00002404856,0.0001076703,0.00001402349,0.0001782634,0.0002770862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000139134,0.0000379623,0.9924006,0.00001154707,0.000002587329,0.00009767557,0.0009201047,0.00003586419,0.0002234607,0.00003566619,0.0009784474,0.005242064],"study_design_scores_gemma":[8.900037e-7,0.0000209793,0.9957169,0.000007476155,0.00000179026,0.00007770328,0.003154755,0.00005090359,0.00003688311,0.000009633266,0.000919425,0.000002728348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947447,0.00006109804,0.00003145931,0.0001399725,0.000003267123,0.00003192967,0.001698666,0.000009038763,0.003279833],"genre_scores_gemma":[0.9943552,0.0002631947,0.0001511213,0.00008236703,0.000003605141,0.00002743297,0.001695135,0.000003493007,0.003418616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853059,"threshold_uncertainty_score":0.5739722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980129907755997,"score_gpt":0.248370679646467,"score_spread":0.228569380568907,"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."}}