{"id":"W4250670268","doi":"10.29173/cmplct8950","title":"Section Introduction","year":2010,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Section (typography); Geology; Computer science","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":[0.0004831717,0.00005150838,0.00008312825,0.0001303691,0.0004859899,0.0001430745,0.0001798524,0.00005054184,0.0002139632],"category_scores_gemma":[0.0001674698,0.00004931242,0.00004275042,0.00008654477,0.0003084907,0.0007604586,0.00002181106,0.0002306865,0.000002487148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006184242,"about_ca_system_score_gemma":0.0002134246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008736262,"about_ca_topic_score_gemma":0.00199825,"domain_scores_codex":[0.9992678,0.00007441692,0.0002052849,0.00008607789,0.000286271,0.00008015423],"domain_scores_gemma":[0.9986352,0.0000325038,0.0001960604,0.00006982098,0.0009628795,0.0001035316],"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":[0.00006233554,0.0004026532,0.006175655,0.0000043926,0.00004757929,5.258641e-7,0.006326601,0.00001530812,0.003710607,0.9400522,0.005915789,0.03728634],"study_design_scores_gemma":[0.0002567371,0.00009728088,0.1985956,0.00001165615,0.00002148484,0.0001257122,0.00438992,0.0001154884,0.0002418515,0.07207922,0.7239344,0.0001306566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664564,0.00002593102,0.001043993,0.01627832,0.008892544,0.00006188374,0.00000319909,0.00001453355,0.007223213],"genre_scores_gemma":[0.9852852,0.0000791655,0.002469125,0.0001876211,0.01162241,0.000001502426,0.00001221412,0.000003252252,0.0003394806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.867973,"threshold_uncertainty_score":0.3737891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04271848028367375,"score_gpt":0.3715076748637795,"score_spread":0.3287891945801057,"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."}}