{"id":"W7097895641","doi":"","title":"by","year":2007,"lang":"en","type":"article","venue":"","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Service (business); Forest industry; Information system; Gloom","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":[0.001451103,0.0008392188,0.0006114449,0.001921998,0.002534213,0.006022009,0.002120632,0.001754475,0.7327257],"category_scores_gemma":[0.004025523,0.0003123379,0.0006494205,0.001673368,0.00067691,0.0024791,0.004437996,0.002324951,0.5243204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004091206,"about_ca_system_score_gemma":0.008039718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02358235,"about_ca_topic_score_gemma":0.03783482,"domain_scores_codex":[0.9976075,0.0001809523,0.00008904258,0.0005197621,0.00125613,0.0003466333],"domain_scores_gemma":[0.9965239,0.0002044079,0.00009932276,0.000477767,0.002012397,0.0006821655],"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":[0.0001008168,0.00009540997,0.00119248,0.0002035826,0.00001029944,0.000189645,0.0002411322,0.00009304012,0.001270697,0.02354891,0.7981555,0.1748985],"study_design_scores_gemma":[0.00000470901,0.000007525478,0.0004132994,0.00005174843,0.000002532328,0.00008896561,0.00007433078,0.00006237494,0.0001240197,0.0006091387,0.9985575,0.000003854585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00126515,0.001405452,0.002055104,0.007759918,0.002947191,0.000183816,0.005682911,0.001194586,0.9775058],"genre_scores_gemma":[0.009257739,0.001494225,0.003167805,0.002475193,0.0003372572,0.0001408079,0.007765924,0.0006843476,0.9746766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2672743,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004770589172389496,"score_gpt":0.2205500813570355,"score_spread":0.2157794921846461,"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."}}