{"id":"W2154576199","doi":"10.29173/slw6985","title":"Collaboration: Critical Success Factors for Student Learning","year":2001,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); Pedagogy; Mathematics education; Student achievement; Process (computing); Psychology; Academic achievement; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.005218264,0.0004582465,0.0004310242,0.003087167,0.003024817,0.00725211,0.0009229801,0.0009670343,0.007742891],"category_scores_gemma":[0.05872996,0.0001976068,0.0004196833,0.001952624,0.001890776,0.003324169,0.004011271,0.001471172,0.000866622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713924,"about_ca_system_score_gemma":0.003566936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154132,"about_ca_topic_score_gemma":0.001113786,"domain_scores_codex":[0.9929504,0.002459553,0.0006748636,0.0006482269,0.002443527,0.0008234893],"domain_scores_gemma":[0.9267815,0.03511443,0.01510653,0.00253643,0.006863223,0.01359795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004478886,0.00190154,0.7208933,0.0005969078,0.0002348911,0.0007809099,0.04487124,0.0009000596,0.001891493,0.01791346,0.007090872,0.2024776],"study_design_scores_gemma":[0.0001327992,0.001409963,0.8190605,0.0006537543,0.0002158389,0.001888552,0.07123477,0.003926403,0.004106372,0.06362478,0.03353496,0.0002113834],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434716,0.0009141025,0.004319511,0.002203259,0.00005531834,0.0002902336,0.0002024194,0.0002095544,0.04833401],"genre_scores_gemma":[0.9968168,0.000126934,0.001872605,0.00003954119,0.0000258077,0.0001056305,0.00007257108,0.00002499808,0.0009151762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007742891,"threshold_uncertainty_score":0.02759719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103063060893732,"score_gpt":0.3395521172193498,"score_spread":0.3185214866104125,"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."}}