{"id":"W6995372278","doi":"","title":"Maira Shabbeer","year":2020,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"School Leadership and Teacher Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Field (mathematics); Cover (algebra); Work (physics); Natural (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001107351,0.0005195299,0.0002428906,0.0008878092,0.003717752,0.002852154,0.0007438542,0.0009831978,0.2654917],"category_scores_gemma":[0.003611554,0.0003777295,0.0002421211,0.0003730168,0.0008197313,0.001829039,0.002101227,0.002189398,0.1138502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240864,"about_ca_system_score_gemma":0.001807113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005073368,"about_ca_topic_score_gemma":0.01442062,"domain_scores_codex":[0.9989271,0.000184424,0.00002745349,0.0002371287,0.0005413665,0.00008257262],"domain_scores_gemma":[0.9983817,0.0001852508,0.0000603328,0.0001600063,0.0008633423,0.0003493432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003107782,0.00002706817,0.0003346252,0.00004772963,0.000001619464,0.00006771649,0.0006156617,0.00005012739,0.0007277251,0.009427779,0.9089355,0.07973337],"study_design_scores_gemma":[0.000002354537,0.000009600606,0.0002168629,0.00001944422,0.000001133053,0.00009318756,0.0001711017,0.00006485173,0.0002239209,0.0003913582,0.9988019,0.00000428315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003566067,0.002551462,0.01357304,0.0294469,0.01013793,0.0001847666,0.0004164928,0.002447096,0.9376761],"genre_scores_gemma":[0.009629657,0.000805634,0.00239258,0.003807034,0.0003784467,0.00006027308,0.00008847234,0.00036699,0.9824709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7345083,"threshold_uncertainty_score":0.8881583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360991459242604,"score_gpt":0.2577966120630884,"score_spread":0.221697466138828,"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."}}