{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001982996,0.0008458771,0.000560277,0.002521844,0.00209308,0.005220916,0.001773167,0.002465655,0.7572816],"category_scores_gemma":[0.007768983,0.0003906608,0.0006856053,0.001472701,0.0007706151,0.002906991,0.003014855,0.001922016,0.5972942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351471,"about_ca_system_score_gemma":0.003895257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005160269,"about_ca_topic_score_gemma":0.007080403,"domain_scores_codex":[0.998544,0.0002156153,0.00006360085,0.0002594047,0.0007328596,0.0001845447],"domain_scores_gemma":[0.996792,0.0006347358,0.0001538303,0.0004430826,0.001509775,0.0004664041],"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":[0.0000293109,0.00003656497,0.0001828254,0.0001091708,0.000001821312,0.00003802304,0.0001077266,0.00004796058,0.0002053613,0.02616883,0.9186115,0.05446078],"study_design_scores_gemma":[0.000003132445,0.000008251042,0.0001864516,0.00007421621,0.000001088086,0.00002068005,0.00005488321,0.00001578738,0.00007258125,0.002987257,0.9965725,0.000003267033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004695102,0.000935462,0.002889282,0.005889393,0.007517337,0.0002517039,0.005228103,0.001126372,0.9756929],"genre_scores_gemma":[0.002344488,0.0007269601,0.001119972,0.00308256,0.001516583,0.0001834429,0.003783921,0.0003956705,0.9868464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2427184,"threshold_uncertainty_score":0.3462083,"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."}}