{"id":"W2603300527","doi":"10.29173/slw6909","title":"Connection Information: Connected Learning and Information Practices","year":2016,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active learning (machine learning); Computer science; Synchronous learning; Learning design; Experiential learning; Learning sciences; Knowledge management; Collaborative learning; Cooperative learning; Mathematics education; Psychology; Teaching method; Artificial intelligence","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":[0.002761067,0.0003358363,0.0002462202,0.003543933,0.003692582,0.01318846,0.0008847513,0.002689664,0.01120017],"category_scores_gemma":[0.01465301,0.0002299685,0.000279834,0.004561012,0.01531009,0.01905251,0.006556017,0.002176045,0.0009761866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797155,"about_ca_system_score_gemma":0.002838277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002127,"about_ca_topic_score_gemma":0.002709497,"domain_scores_codex":[0.9949897,0.003046149,0.0002506592,0.0005246338,0.0008168205,0.0003721355],"domain_scores_gemma":[0.9876803,0.00804512,0.001070641,0.001195497,0.0008319199,0.001176513],"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":[0.00002795226,0.00007440691,0.005277501,0.0001951216,0.00001191903,0.0003016312,0.06344019,0.0002208777,0.0001916318,0.868882,0.004345791,0.05703104],"study_design_scores_gemma":[0.00002059011,0.00007410344,0.006211606,0.0007288457,0.000023983,0.0006791225,0.05032464,0.0009596802,0.0004833921,0.6629946,0.2774649,0.00003451386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1536545,0.007382936,0.05072579,0.03701191,0.0004191333,0.0002328465,0.0002410751,0.0002432336,0.7500886],"genre_scores_gemma":[0.9633008,0.003625824,0.008277501,0.001492158,0.0002714735,0.0001846861,0.0001414408,0.00008432481,0.02262178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01318846,"threshold_uncertainty_score":0.03746825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344353015780312,"score_gpt":0.2235121575265686,"score_spread":0.2100686273687654,"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."}}