{"id":"W7051000293","doi":"","title":"People on the land","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Agriculture; Variety (cybernetics); State (computer science); Goods and services; Product (mathematics)","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":[0.001051433,0.0005761,0.0005804974,0.0008416381,0.01283231,0.006564828,0.0008004641,0.002451531,0.1214372],"category_scores_gemma":[0.003339249,0.0002431271,0.0003560834,0.001477737,0.004803353,0.006606866,0.006150132,0.003589579,0.03178447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003488987,"about_ca_system_score_gemma":0.005688202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1079505,"about_ca_topic_score_gemma":0.1481613,"domain_scores_codex":[0.9973132,0.0005319888,0.00005622317,0.0002443036,0.0006940337,0.001160136],"domain_scores_gemma":[0.9982005,0.0001023016,0.00007614082,0.0001322413,0.0005973652,0.0008913832],"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":[0.0000233351,0.00004431092,0.004737129,0.0001025763,0.00001152126,0.0005622413,0.03815304,0.00001902544,0.0004058531,0.03679039,0.8279879,0.09116264],"study_design_scores_gemma":[0.000001725028,0.000008270562,0.001244853,0.00006934989,0.000002208231,0.0001088106,0.01677495,0.000004116495,0.00002280176,0.0009970316,0.9807597,0.000006246759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02184417,0.01029838,0.0006880671,0.08678297,0.009997002,0.00009741738,0.0006738912,0.0001807887,0.8694373],"genre_scores_gemma":[0.1337114,0.008664907,0.000461105,0.0660001,0.001279836,0.00007283582,0.0004637692,0.0002068354,0.7891393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1214372,"threshold_uncertainty_score":0.4062479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00534443743242082,"score_gpt":0.1777078041533594,"score_spread":0.1723633667209386,"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."}}