{"id":"W3100424348","doi":"","title":"Research Guides: Graduate Specialist Program (New Brunswick Libraries): GIS","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Computer science; Medical education; Sociology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005290932,0.001219537,0.001193913,0.009817235,0.00329415,0.007020177,0.002309771,0.001629054,0.7258558],"category_scores_gemma":[0.03976488,0.001205178,0.0004025603,0.01856612,0.001317032,0.005888832,0.002294433,0.002078604,0.4460459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006738074,"about_ca_system_score_gemma":0.02471457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1497669,"about_ca_topic_score_gemma":0.2930284,"domain_scores_codex":[0.9973416,0.0005482621,0.0002765559,0.0003700748,0.001291894,0.0001717273],"domain_scores_gemma":[0.9556548,0.006503888,0.0007958694,0.003157413,0.03157211,0.002315834],"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":[0.000008353298,0.00001343576,0.0001654552,0.0001386535,7.526024e-7,0.000009918255,0.0001773143,0.0000381639,0.00004068179,0.001743637,0.9648194,0.03284414],"study_design_scores_gemma":[0.000008149874,0.000005931902,0.0007743779,0.0002094405,0.000001987147,0.00001364704,0.000476448,0.00007753621,0.0001003023,0.0006831466,0.9976436,0.000005427552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001098122,0.001378216,0.005174275,0.01151218,0.002411357,0.001268141,0.07987532,0.00589014,0.8913922],"genre_scores_gemma":[0.003318624,0.001997137,0.00678755,0.0009140835,0.0002950633,0.001001248,0.01950598,0.002603826,0.9635764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7258558,"threshold_uncertainty_score":0.3910335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034954041119858,"score_gpt":0.4247979596174614,"score_spread":0.2213025555054756,"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."}}