{"id":"W2506730471","doi":"10.4018/978-1-59904-597-9.ch004","title":"The Human Centrality of Conversational Learning","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Conversation; Argument (complex analysis); Realia; Construct (python library); Centrality; Epistemology; Cognitive science; Psychology; Communication; Sociology; Computer science; Mathematics education; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002173594,0.0001394993,0.0001434782,0.000034805,0.0006501392,0.00005602645,0.0004055522,0.00009152647,0.0001877763],"category_scores_gemma":[0.0003340714,0.0001088323,0.0001191961,0.00002910339,0.0009926222,0.00003687666,0.0001108381,0.0003182795,0.0001744619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145189,"about_ca_system_score_gemma":0.0004414567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005272976,"about_ca_topic_score_gemma":0.00001709918,"domain_scores_codex":[0.9983111,0.00006438849,0.0002453472,0.0003381426,0.000760743,0.000280272],"domain_scores_gemma":[0.9990669,0.0002512012,0.0001828426,0.0002116015,0.0001855341,0.0001019517],"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":[0.000009940371,0.00000770066,0.0002310142,0.000006904037,0.000005644453,0.000007285707,0.0001369285,0.00000158695,0.001320732,0.9926333,0.002595247,0.003043653],"study_design_scores_gemma":[0.0006585828,0.0002399633,0.006231431,0.0001652323,0.00003281452,0.00009038099,0.0002585222,0.0000448,0.02067962,0.3817908,0.5890971,0.0007107544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008292356,0.00003899285,0.000005624591,0.0002027568,0.0002343182,0.0001990517,0.00004648931,0.00002580046,0.9909546],"genre_scores_gemma":[0.791356,0.00002724426,0.000003864896,0.0001837294,0.00009127599,0.000004752121,0.000001686373,0.000007356787,0.2083241],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7830637,"threshold_uncertainty_score":0.5000411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09171348541496688,"score_gpt":0.3467228152540827,"score_spread":0.2550093298391158,"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."}}