{"id":"W6903813424","doi":"10.13140/rg.2.2.20409.67684","title":"Working Conditions for K-12 Distance & Online Learning Teachers in Canada","year":2017,"lang":"en","type":"article","venue":"Touro Scholar (Touro College)","topic":"Ocular Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Online learning; Distance education; Work (physics); Electronic learning; Online assessment; Educational technology","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":[0.001782959,0.000196204,0.0003673573,0.001620285,0.01844412,0.004476012,0.001765237,0.0009133096,0.006550219],"category_scores_gemma":[0.005214693,0.0004377407,0.0003557085,0.00290461,0.003241368,0.001022578,0.002838919,0.001662405,0.0006808388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08524138,"about_ca_system_score_gemma":0.1575748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955791,"about_ca_topic_score_gemma":0.9979888,"domain_scores_codex":[0.9966481,0.0002242687,0.0001315402,0.0002851554,0.001002375,0.001708506],"domain_scores_gemma":[0.9868585,0.001079639,0.001056869,0.0002132482,0.004725448,0.006066262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002976247,0.0004511675,0.5030779,0.0003214473,0.00002836362,0.001433759,0.3800229,0.0005723856,0.001964563,0.005117414,0.02293812,0.08377434],"study_design_scores_gemma":[0.00001763725,0.0000841824,0.5598097,0.0002310875,0.00001216611,0.0001188813,0.4111532,0.0003479049,0.0003018742,0.0002030723,0.02765393,0.0000663318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719852,0.0005739748,0.0001673388,0.003170242,0.00004639954,0.00008125034,0.0008812264,0.00003377158,0.02306057],"genre_scores_gemma":[0.9883762,0.0004728594,0.0002635297,0.0003853349,0.000007276185,0.00003530501,0.0003112658,0.00001896524,0.01012934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08524138,"threshold_uncertainty_score":0.6184725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744946593587719,"score_gpt":0.2751974277784432,"score_spread":0.257747961842566,"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."}}