{"id":"W6996032860","doi":"","title":"Proceedings of the 6th Annual Thompson Rivers Undergraduate Student Research and Innovation Conference:","year":2011,"lang":"en","type":"other","venue":"Arca (British Columbia Electronic Library Network)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pride; Geopolitics; Qualitative research; Student engagement; Undergraduate research; Undergraduate education","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001008371,0.0004738831,0.0008698503,0.0004965389,0.0004897454,0.001190834,0.001755751,0.0006595638,0.0556136],"category_scores_gemma":[0.00004686548,0.0006774829,0.0001295445,0.005643304,0.001463848,0.001002089,0.001398386,0.002255232,0.00009098909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529475,"about_ca_system_score_gemma":0.001405393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005423458,"about_ca_topic_score_gemma":0.03424234,"domain_scores_codex":[0.993908,0.0003153729,0.0008185632,0.001305476,0.001493755,0.002158855],"domain_scores_gemma":[0.9976522,0.000107271,0.0009834844,0.0005744991,0.000510056,0.0001724353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004954845,0.0002816106,0.0153868,0.0001362363,0.0003173648,0.000007761853,0.000127573,8.594793e-7,0.000004430477,0.2471977,0.7344708,0.002019379],"study_design_scores_gemma":[0.001331697,0.0009973404,0.002918549,0.002210065,0.0001004092,0.00007716545,0.0002144123,0.00002169624,0.0000190004,0.5574809,0.4338879,0.000740887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008514529,0.003409108,3.988432e-7,0.0002370582,0.0003511947,0.002974498,0.0004346647,0.0006150297,0.9834635],"genre_scores_gemma":[0.5038478,0.002780655,0.0001090846,0.00007387895,0.0006411903,0.0001656948,0.0001504512,0.001013947,0.4912173],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4953333,"threshold_uncertainty_score":0.999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157435555529592,"score_gpt":0.2668114790305401,"score_spread":0.2352371234752442,"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."}}