{"id":"W6995300342","doi":"","title":"Ease","year":2012,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Theme (computing); Perspective (graphical); Object (grammar); Set (abstract data type)","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":[],"consensus_categories":[],"category_scores_codex":[0.0006586428,0.0009012072,0.0003791239,0.0008722616,0.002193775,0.004102637,0.001204971,0.001608044,0.4172783],"category_scores_gemma":[0.003860491,0.0003722562,0.0004563931,0.0004219506,0.0009607903,0.003509869,0.004065658,0.001814483,0.2462098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007095832,"about_ca_system_score_gemma":0.0008231751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003076191,"about_ca_topic_score_gemma":0.005066196,"domain_scores_codex":[0.9991809,0.0001201423,0.00003231098,0.0001671028,0.0003423067,0.0001572999],"domain_scores_gemma":[0.9990678,0.0001359805,0.00004855938,0.0001851728,0.0003452134,0.0002172055],"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":[0.0002708675,0.00007825663,0.0010383,0.000265203,0.00001126859,0.000550611,0.002704388,0.0002612465,0.00437408,0.08566255,0.7426656,0.1621176],"study_design_scores_gemma":[0.000007397283,0.00001581195,0.0003290476,0.00004478409,0.000002912241,0.0002375182,0.0003880761,0.0001338326,0.0005159745,0.002806988,0.995507,0.0000105923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004094282,0.0005451855,0.01605247,0.003846463,0.00257925,0.0001801885,0.001625449,0.005507108,0.9655696],"genre_scores_gemma":[0.03937113,0.0005474239,0.01245398,0.003476807,0.0005589495,0.0001711081,0.002094993,0.00251699,0.9388087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4172783,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494036199716988,"score_gpt":0.183014302273101,"score_spread":0.1680739402759311,"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."}}