{"id":"W7111559540","doi":"","title":"IPS","year":2008,"lang":"","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weighting; Documentation; Quarter (Canadian coin); Coding (social sciences); Set (abstract data type); Subject (documents); Tourism","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":[0.002373485,0.001078182,0.0009496548,0.003282616,0.001913455,0.008125642,0.002291517,0.001718825,0.6457143],"category_scores_gemma":[0.00779917,0.0007222673,0.001000659,0.004671612,0.0005203848,0.004835092,0.004487726,0.001785369,0.5709412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122926,"about_ca_system_score_gemma":0.004305206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009159447,"about_ca_topic_score_gemma":0.008746012,"domain_scores_codex":[0.9971089,0.0003453351,0.0002345975,0.0007324662,0.001197623,0.0003810603],"domain_scores_gemma":[0.9958783,0.0004281403,0.0002136,0.001087443,0.00188021,0.0005122737],"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":[0.0001073071,0.00004049149,0.001237877,0.0002574679,0.00001232904,0.00008168889,0.0002225597,0.0001213355,0.0002452531,0.01212391,0.8737586,0.1117913],"study_design_scores_gemma":[0.000008215832,0.00001246763,0.0008759865,0.00008287328,0.000003988782,0.00005294026,0.0001116327,0.00007069347,0.0001308528,0.001361605,0.9972813,0.000007499493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003110179,0.001178919,0.004646544,0.00461232,0.002808487,0.0003730779,0.08312454,0.007192384,0.8929534],"genre_scores_gemma":[0.01435354,0.00159133,0.00493744,0.002423642,0.0007304913,0.0004923627,0.1089573,0.003588051,0.8629258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3542857,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08220719686010076,"score_gpt":0.3350025354596938,"score_spread":0.2527953385995931,"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."}}