{"id":"W7039526125","doi":"","title":"No. 1: LGBTQ2S+ Campus Climate: Highlights from the Thriving on Campus Study","year":2020,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thriving; Presentation (obstetrics); Mental health; University campus; Key (lock); Public health; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003244472,0.0002247268,0.0004373761,0.0008004504,0.01577978,0.004364416,0.001329338,0.001176507,0.008238654],"category_scores_gemma":[0.005668693,0.0002404477,0.0003008948,0.002663501,0.00277351,0.001614118,0.004926882,0.002200619,0.0008361138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01327637,"about_ca_system_score_gemma":0.02825424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6862004,"about_ca_topic_score_gemma":0.8966518,"domain_scores_codex":[0.998309,0.000448072,0.00006104227,0.00009875085,0.0004185092,0.0006645615],"domain_scores_gemma":[0.9952977,0.0007459408,0.0003941628,0.00013463,0.001269439,0.0021581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001142702,0.0002331618,0.1682742,0.0007551512,0.00002085675,0.001508824,0.7010303,0.00006794449,0.001109409,0.002713506,0.08099762,0.04317477],"study_design_scores_gemma":[0.000003902919,0.00005929037,0.1509482,0.0002293043,0.00000793562,0.0001368575,0.8025095,0.00002206017,0.0001544096,0.0001378093,0.04577128,0.00001942417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122214,0.001514698,0.000334776,0.04558093,0.0005876199,0.0003065377,0.002139489,0.00003914926,0.03727533],"genre_scores_gemma":[0.9517708,0.00320986,0.0004497276,0.0109285,0.0002927195,0.0003599542,0.001199689,0.00006383502,0.03172496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6862004,"threshold_uncertainty_score":0.6312951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872570976257622,"score_gpt":0.2038102422715681,"score_spread":0.1850845325089919,"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."}}