{"id":"W4233503701","doi":"10.1007/978-1-4939-7131-2_100500","title":"Informal Learning","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009213814,0.0007415677,0.0003288077,0.0008895369,0.002142112,0.005112112,0.001677934,0.001328909,0.1581389],"category_scores_gemma":[0.002610865,0.0001837502,0.0003468911,0.0008614443,0.00234584,0.005422122,0.005523222,0.001783693,0.04461816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383127,"about_ca_system_score_gemma":0.001932054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154186,"about_ca_topic_score_gemma":0.002411774,"domain_scores_codex":[0.9992191,0.0002200632,0.00003181493,0.0001538486,0.000240131,0.0001351159],"domain_scores_gemma":[0.9989083,0.0003182838,0.00005638585,0.0003348622,0.0001633107,0.0002188409],"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":[0.00003884038,0.0001804783,0.0003638839,0.0002625558,0.000004501541,0.0001649073,0.007202218,0.0002926549,0.000903625,0.6101542,0.1058175,0.2746147],"study_design_scores_gemma":[0.000006199717,0.00002642246,0.0003696092,0.0002437095,0.000002207099,0.0001459892,0.002036766,0.0002129712,0.0003956498,0.07256219,0.923991,0.000007279494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002402702,0.0004716614,0.007153977,0.0005280312,0.0002545998,0.00008699085,0.00008037555,0.0001815379,0.98884],"genre_scores_gemma":[0.03667788,0.0005322365,0.002070099,0.0003353432,0.0001244086,0.0001512692,0.0001643274,0.00008979103,0.9598546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1581389,"threshold_uncertainty_score":0.5290275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09462660941959826,"score_gpt":0.4002065821233283,"score_spread":0.30557997270373,"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."}}