{"id":"W4237012128","doi":"10.1088/1755-1315/392/1/011001","title":"Preface","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Forestry; Agrarian society; Czech; Forest ecology; Geography; Forest management; Community forestry; Political science; Agriculture; Ecosystem; Ecology; Archaeology","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":[0.001593836,0.0009307633,0.0007573218,0.001981209,0.003215012,0.004276947,0.001671825,0.001751418,0.5908392],"category_scores_gemma":[0.00703716,0.0003107071,0.0006499342,0.001803344,0.0006978728,0.003458199,0.003080538,0.002946329,0.3917774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014317,"about_ca_system_score_gemma":0.003293684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025486,"about_ca_topic_score_gemma":0.004773695,"domain_scores_codex":[0.9987809,0.000173442,0.00008997967,0.0002446083,0.0005642119,0.000146811],"domain_scores_gemma":[0.9965731,0.0003989474,0.0001042601,0.0003649629,0.001931861,0.0006269044],"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":[0.00002653472,0.00001730328,0.00008514342,0.0000909365,0.000001863414,0.00004164553,0.0001036897,0.00003286305,0.000103538,0.004692952,0.9582615,0.03654201],"study_design_scores_gemma":[0.000002489428,0.00000869472,0.0001748427,0.00005382981,7.461799e-7,0.00003010013,0.0000826648,0.00001113926,0.00003677626,0.0008333448,0.9987631,0.000002299983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001287192,0.005133872,0.00347731,0.01891842,0.09466982,0.0006097573,0.0106112,0.001290846,0.8640016],"genre_scores_gemma":[0.004854874,0.002632907,0.001684833,0.004189786,0.01029781,0.0002875355,0.009228806,0.0006510963,0.9661723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4091608,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244049187984173,"score_gpt":0.1712115483041448,"score_spread":0.1587710564243031,"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."}}