{"id":"W7826932","doi":"","title":"Concurrent Session, The Military: Critical First Year College Experience Learning Community Seminar","year":2011,"lang":"en","type":"article","venue":"Violence and Victims","topic":"Education and Military Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Community college; Psychology; Medical education; Medicine; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005531806,0.00007110907,0.0000729418,0.00002156745,0.002040088,0.00001442507,0.0001973273,0.00005535956,0.0004671114],"category_scores_gemma":[0.0005772578,0.00005067074,0.00002559531,0.0001419753,0.0006769891,0.0002142131,0.00003749388,0.0002944567,0.00003747983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002946415,"about_ca_system_score_gemma":0.00006926078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009840005,"about_ca_topic_score_gemma":0.003015318,"domain_scores_codex":[0.9990451,0.000395522,0.0001197465,0.0001164308,0.0001498895,0.0001733604],"domain_scores_gemma":[0.9993274,0.0003149937,0.00002035033,0.0001382273,0.0001007098,0.00009836775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001264619,0.0001799256,0.06772742,0.00001809497,0.00000499729,0.000001276193,0.8597608,8.779991e-7,0.00006968081,0.06411004,0.002072303,0.006041932],"study_design_scores_gemma":[0.0000798067,0.0001124056,0.01859826,0.0002521772,0.000008327615,0.000001675088,0.9353108,0.00008718807,0.0001831632,0.001336585,0.04391764,0.0001119491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890268,0.0008147703,0.0001616197,0.001120078,0.000479294,0.0001496081,0.000005764577,0.00005175135,0.008190321],"genre_scores_gemma":[0.9968075,0.002538875,0.0001018184,0.0002149663,0.000074379,0.0000320672,0.000002889701,0.000003583709,0.0002239153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07555,"threshold_uncertainty_score":0.9992591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05433791492889661,"score_gpt":0.3514204348206396,"score_spread":0.2970825198917429,"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."}}