{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005602065,0.0003625219,0.0003651951,0.00008659601,0.002966891,0.0002668623,0.0008456659,0.000317145,0.0006651696],"category_scores_gemma":[0.0003619887,0.0003856775,0.0002737284,0.0008663277,0.001287304,0.0008606748,0.0001283526,0.0006818977,0.0005290541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005109726,"about_ca_system_score_gemma":0.001592342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006116935,"about_ca_topic_score_gemma":0.0001246943,"domain_scores_codex":[0.9963555,0.0003364052,0.0005366339,0.0007253081,0.00127397,0.0007721622],"domain_scores_gemma":[0.9983258,0.0001128048,0.0001812729,0.0003637529,0.0002220022,0.0007944194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002560741,0.001300071,0.2420188,0.0006001624,0.001085794,0.002921651,0.1493948,0.01041287,0.01221463,0.4027853,0.1589243,0.01578093],"study_design_scores_gemma":[0.0007650133,0.000117179,0.008832894,0.00006176216,0.0000453782,0.00005118068,0.01070923,0.0007590614,0.0008517991,0.0001875061,0.9769717,0.000647227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5354949,0.0005378772,0.002215991,0.01257514,0.002134779,0.0006623806,0.00003000518,0.0008755095,0.4454735],"genre_scores_gemma":[0.9764687,0.00002141031,0.00118758,0.002983772,0.003700716,0.00006857515,0.00001185961,0.00004529929,0.01551203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8180475,"threshold_uncertainty_score":0.9998595,"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."}}