{"id":"W2947773235","doi":"10.11575/prism/36613","title":"Publishing, Relationships, and Post-degree Prospects: Panel Presentation","year":2019,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Degree (music); Publishing; Political science; Medicine; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0003256004,0.00007598171,0.0001225962,0.0001249083,0.0003139151,0.0002453908,0.0002028741,0.0001001672,0.0006997046],"category_scores_gemma":[0.0001447366,0.00008596,0.00003988433,0.00003891144,0.0001415745,0.00272757,0.0001011778,0.0003867965,0.000039007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002200931,"about_ca_system_score_gemma":0.00003543217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125431,"about_ca_topic_score_gemma":0.0001035299,"domain_scores_codex":[0.9993248,0.00006036154,0.000101666,0.0001778383,0.0001970661,0.0001382809],"domain_scores_gemma":[0.9994069,0.0001273608,0.0001371874,0.000126602,0.0001366191,0.00006536336],"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":[0.00008593983,0.0000683384,0.07568324,0.0002283094,0.00007364425,0.000009320937,0.1668955,6.002073e-7,0.0002247551,0.6283744,0.04619014,0.08216581],"study_design_scores_gemma":[0.002107714,0.0001959673,0.3196487,0.0002000399,0.0001222015,0.00001100995,0.04203295,0.009764987,0.00002237492,0.01486017,0.6104798,0.0005540474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6897395,0.0002684236,0.001108335,0.00401454,0.0001795555,0.0003090282,0.00000319622,0.0001035281,0.3042739],"genre_scores_gemma":[0.9449487,0.00003892273,0.002236586,0.0001293345,0.00009914792,4.343605e-7,0.00007218008,0.00001228057,0.05246238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6135142,"threshold_uncertainty_score":0.7661275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500147477526155,"score_gpt":0.1987902932759778,"score_spread":0.1537888185007162,"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."}}