{"id":"W2346416337","doi":"10.1080/23265507.2015.1084477","title":"Interview with Pierre A. Lévy, French philosopher of collective intelligence","year":2015,"lang":"en","type":"article","venue":"Open Review of Educational Research","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collective intelligence; Sociology; Educational research; Pedagogy; Psychology; Management; Media studies; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004024339,0.0008210646,0.001005127,0.001386529,0.007459966,0.003962506,0.0008012727,0.0101616,0.006297112],"category_scores_gemma":[0.008008277,0.0003952327,0.0006089641,0.001861769,0.004563772,0.008448842,0.001443031,0.01146575,0.002125464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01008886,"about_ca_system_score_gemma":0.005449011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03553304,"about_ca_topic_score_gemma":0.0512771,"domain_scores_codex":[0.9984018,0.0009891607,0.00004274696,0.0001317576,0.0002366763,0.0001978099],"domain_scores_gemma":[0.9943349,0.003994266,0.0002199724,0.00005646847,0.0008427723,0.0005516088],"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":[0.00005028028,0.00004062264,0.0008475489,0.000218936,0.00001410072,0.0005027779,0.01651355,0.0001114943,0.0001117129,0.02296809,0.9392108,0.01940998],"study_design_scores_gemma":[0.00002047909,0.00002580695,0.001386447,0.0003725862,0.000005186143,0.0006190444,0.02256164,0.00005475902,0.00005235906,0.005168266,0.9697068,0.00002659237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002185878,0.06264902,0.0002463453,0.9236523,0.004702768,0.00002072526,0.00006649562,0.00001427184,0.006462204],"genre_scores_gemma":[0.08316468,0.07535818,0.0008664298,0.7720369,0.009590087,0.0002840211,0.0001112432,0.00005292919,0.05853553],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03553304,"threshold_uncertainty_score":0.07320017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4939314327554037,"score_gpt":0.5079079444830382,"score_spread":0.01397651172763448,"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."}}