{"id":"W4240585744","doi":"10.18438/b8wd0z","title":"Learning Opportunities","year":2009,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Library science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001939053,0.0008006522,0.0007199901,0.00175485,0.001936184,0.003732596,0.00191056,0.001937844,0.6370188],"category_scores_gemma":[0.007625114,0.0002963041,0.0009466039,0.00127744,0.000590346,0.00328006,0.005530788,0.002620922,0.3490612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120595,"about_ca_system_score_gemma":0.003032336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005037196,"about_ca_topic_score_gemma":0.001689175,"domain_scores_codex":[0.9981363,0.0003560256,0.00009895999,0.0002311159,0.0008553047,0.0003223123],"domain_scores_gemma":[0.9951524,0.0007525584,0.0002308543,0.0005723014,0.00126472,0.002027169],"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":[0.0003236168,0.0003839415,0.0008032431,0.000745754,0.0000143861,0.0003932637,0.0003114337,0.000128328,0.0008391929,0.01406834,0.5266023,0.4553863],"study_design_scores_gemma":[0.00002360288,0.0001086717,0.0008528371,0.0003579308,0.000009307203,0.0002985199,0.0002756748,0.00005295911,0.0003835174,0.003735265,0.9938892,0.00001244051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003689694,0.004323541,0.004196971,0.01435276,0.01109604,0.0004487412,0.003152508,0.0009424691,0.9577973],"genre_scores_gemma":[0.01467805,0.002184592,0.001337693,0.003243241,0.001267634,0.000333759,0.001318912,0.000155336,0.9754809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6370188,"threshold_uncertainty_score":0.5177486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06642394517357643,"score_gpt":0.3636316923350127,"score_spread":0.2972077471614363,"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."}}