{"id":"W1671099834","doi":"10.22329/il.v29i4.2907","title":"Deliberation versus Dispute: The Impact of Argumentative Discourse Goals on Learning and Reasoning in the Science Classroom","year":2009,"lang":"en","type":"article","venue":"Informal Logic","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Generalitat de Catalunya; Harvard University","keywords":"Argumentative; Argumentation theory; Deliberation; Argument (complex analysis); Task (project management); Intervention (counseling); Psychological intervention; Quality (philosophy); Epistemology; Psychology; Sociology; Political science; Law; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005651177,0.0000737003,0.0000735114,0.000046535,0.0002096372,0.00007411509,0.0001732698,0.00002923746,0.00003509841],"category_scores_gemma":[0.0001243715,0.00003471415,0.00002885561,0.0001799115,0.0002792343,0.0002522079,0.00001685737,0.0001751492,0.000008433548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003775416,"about_ca_system_score_gemma":0.00005812602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003571001,"about_ca_topic_score_gemma":0.00002133992,"domain_scores_codex":[0.9993645,0.0000684507,0.0001524631,0.00009329568,0.0001360408,0.0001852612],"domain_scores_gemma":[0.9994491,0.0002963671,0.0001077529,0.00009858568,0.00003072971,0.00001742008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001241399,0.0002528196,0.08913072,0.000006005239,0.00004764972,0.000008380522,0.05674167,0.01360169,0.0003132041,0.7879947,0.0007519085,0.04990986],"study_design_scores_gemma":[0.0003221356,0.001200174,0.9626873,0.00001106202,0.000004226928,0.000009220097,0.03370053,0.0001820885,0.00001995485,0.001773029,0.0000357153,0.00005460119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316622,0.00007204237,0.00001995791,0.0007820076,0.00009879469,0.0001185478,0.000001677547,0.000007080018,0.06723768],"genre_scores_gemma":[0.9996698,0.00002108241,0.00006134211,0.0001314119,0.00003379634,0.000009898996,0.000005274424,0.000001328945,0.00006601658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8735566,"threshold_uncertainty_score":0.1612381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630920845330529,"score_gpt":0.4266440509108719,"score_spread":0.3803348424575667,"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."}}