{"id":"W2743872275","doi":"","title":"Paraprofessional Library Education in Canada: An Environmental Scan / La formation paraprofessionnelle en bibliothéconomie: un portrait de la situation","year":2017,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Occupational training; Curriculum; Library science; Art","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":[0.0009074385,0.0002296973,0.0002163651,0.004185817,0.001937142,0.0002108193,0.0006309002,0.0003049187,0.0003331753],"category_scores_gemma":[0.00008922363,0.0002669917,0.00006112095,0.002549176,0.0003358885,0.005380564,0.0003140818,0.0004999231,0.000009068418],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004258142,"about_ca_system_score_gemma":0.02198851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9642141,"about_ca_topic_score_gemma":0.9479013,"domain_scores_codex":[0.995876,0.002800877,0.000249757,0.0003773251,0.0003063212,0.0003897016],"domain_scores_gemma":[0.9988049,0.0003048677,0.0003300279,0.0003427162,0.00002781581,0.0001896496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003687525,0.001867214,0.1862541,0.00009983877,0.00005676191,0.0001458716,0.1417467,0.000161385,0.000131841,0.03485993,0.005090851,0.6292167],"study_design_scores_gemma":[0.0008197168,0.00006011086,0.15414,0.000237981,0.00003738185,0.00000582425,0.04558355,0.001696996,0.0001948568,0.00006671351,0.7968298,0.0003271009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.757248,0.00002375259,0.00009013826,0.002332624,0.0005590412,0.0004252999,0.0000745998,0.00003342564,0.2392131],"genre_scores_gemma":[0.9469168,0.05093907,0.0006644548,0.0001407312,0.0002446117,0.000005556689,0.0001411871,0.00002144215,0.0009261907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7917389,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145560551012429,"score_gpt":0.2687144608247764,"score_spread":0.2541584057235335,"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."}}