{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001769541,0.0001032373,0.0000983105,0.0001960507,0.0002552282,0.000242996,0.0001040238,0.00007363252,0.001200439],"category_scores_gemma":[0.002205584,0.00009574035,0.00002255246,0.0002492456,0.00004366811,0.1086564,0.00001848635,0.0005532097,0.0001390142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004283521,"about_ca_system_score_gemma":0.0000619349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002891873,"about_ca_topic_score_gemma":4.856702e-10,"domain_scores_codex":[0.9979395,0.001378106,0.0002814659,0.0001049282,0.0001376857,0.0001582937],"domain_scores_gemma":[0.9976012,0.001852842,0.0002882939,0.0001504541,0.00004490091,0.00006237963],"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":[0.0003134294,0.00002613221,0.0004775862,0.00001382633,0.00001017404,0.000007792224,0.00222934,0.00008941747,0.00002890242,0.6091555,0.004566652,0.3830813],"study_design_scores_gemma":[0.0002105019,0.0004644549,0.03677998,0.00009421767,0.00001295179,0.00003444632,0.004289773,0.0005161368,0.00009595694,0.0001724089,0.9571946,0.0001345577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03077552,0.001160274,0.05829198,0.2599261,0.0005857994,0.0002728283,0.000002860786,0.0008965437,0.6480882],"genre_scores_gemma":[0.7567498,0.0003491071,0.02445029,0.2108161,0.0001702033,0.00001293323,0.00005200825,0.00001006447,0.007389524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.952628,"threshold_uncertainty_score":0.9997126,"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."}}