{"id":"W4235291471","doi":"10.5623/cig2013-044","title":"New Products","year":2013,"lang":"en","type":"article","venue":"GEOMATICA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006074776,0.001100864,0.0006528312,0.002430612,0.0009413869,0.00347477,0.001359029,0.001212247,0.5871311],"category_scores_gemma":[0.00107249,0.0004495046,0.0006232597,0.001990852,0.0004556376,0.003376449,0.002234183,0.001414221,0.4289356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560399,"about_ca_system_score_gemma":0.0009225387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439622,"about_ca_topic_score_gemma":0.002850557,"domain_scores_codex":[0.9995086,0.00002733687,0.00001377745,0.00008115073,0.0003188948,0.0000502158],"domain_scores_gemma":[0.9992004,0.0000534026,0.0000330708,0.0002362653,0.0002949688,0.0001819074],"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":[0.0001137807,0.0001061884,0.0003254279,0.000306779,0.000009944342,0.00008112911,0.0001208264,0.0001424702,0.005302886,0.01162087,0.6463923,0.3354775],"study_design_scores_gemma":[0.000008399166,0.00001766701,0.0002810121,0.00002178183,0.000004003211,0.00006032239,0.00002259716,0.00009851489,0.0007956332,0.001224798,0.9974606,0.000004583039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002336754,0.002305573,0.008340934,0.001320292,0.002078963,0.0001506431,0.004433434,0.005989749,0.9730436],"genre_scores_gemma":[0.004622832,0.001727591,0.003528255,0.0002566629,0.0004283861,0.00004855128,0.004343741,0.001167162,0.9838769],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4128689,"threshold_uncertainty_score":0.5889074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135501630752113,"score_gpt":0.2135187212717461,"score_spread":0.202163704964225,"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."}}