{"id":"W2777232692","doi":"10.36510/learnland.v8i1.672","title":"Commentary: Are You Experienced?","year":2014,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; Colgate University; University of Virginia; Louisiana State University","keywords":"Embodied cognition; Craft; Psychology; Gestalt psychology; Knowledge management; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00595391,0.001201503,0.001384984,0.001144707,0.008482893,0.004162906,0.006812412,0.04097374,0.01047909],"category_scores_gemma":[0.05930611,0.000734513,0.001160756,0.001264364,0.01026076,0.006686767,0.00395739,0.05586933,0.007271477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008775135,"about_ca_system_score_gemma":0.01166689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03599561,"about_ca_topic_score_gemma":0.0312292,"domain_scores_codex":[0.9928008,0.002730488,0.0005874886,0.001187658,0.002058623,0.0006349309],"domain_scores_gemma":[0.9756191,0.01450345,0.001178944,0.0006102071,0.006530787,0.001557571],"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":[0.00001284954,0.000002541093,0.00003019325,0.00006442265,0.000003902513,0.0001626473,0.0005428388,0.00001400138,0.00003729361,0.002687128,0.9951966,0.001245345],"study_design_scores_gemma":[0.00002399626,0.00001775152,0.0002534014,0.0007977039,0.00001479433,0.0004816394,0.002359805,0.00009235458,0.0001525721,0.005590177,0.9901845,0.00003118134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000112764,0.001087795,0.0001065324,0.9412206,0.05517289,0.00001675882,0.00006785385,0.00001672634,0.002198142],"genre_scores_gemma":[0.002817085,0.001018125,0.0001012667,0.9638367,0.0273386,0.00007768685,0.00002466566,0.00002469386,0.004761248],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04097374,"threshold_uncertainty_score":0.07157218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186408761682121,"score_gpt":0.2884281987885409,"score_spread":0.2765641111717197,"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."}}