{"id":"W6885940364","doi":"10.14288/1.0045216","title":"Branchlines. Volume 13, number 1","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Position (finance); Volume (thermodynamics); Work (physics); Forest management; Human resources","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":["insufficient_payload"],"category_scores_codex":[0.0005828561,0.001145567,0.0007081135,0.001652868,0.001724621,0.004401076,0.0009182561,0.001551742,0.8594365],"category_scores_gemma":[0.002253303,0.000527204,0.0004986124,0.002441692,0.0003312066,0.00193214,0.001673401,0.002004044,0.8247334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008988497,"about_ca_system_score_gemma":0.001541312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0045707,"about_ca_topic_score_gemma":0.01149142,"domain_scores_codex":[0.9993819,0.00005709106,0.00002880938,0.000125511,0.0003176737,0.00008898821],"domain_scores_gemma":[0.9979259,0.0002099499,0.0000830503,0.0001774755,0.0009191564,0.0006845949],"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":[0.00001365,0.00002051293,0.00009037215,0.00002917478,6.203402e-7,0.000009163056,0.000007737954,0.0000108527,0.00007377649,0.000274005,0.9766838,0.02278645],"study_design_scores_gemma":[0.000009691085,0.00001329294,0.0005569564,0.00004894388,8.189594e-7,0.0000149812,0.00002316151,0.00002461858,0.00003071455,0.000157643,0.9991162,0.000003083463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004648499,0.001182336,0.000354317,0.003059627,0.005406244,0.0001884975,0.004423389,0.001261654,0.9836591],"genre_scores_gemma":[0.0005064037,0.0003660579,0.0001033198,0.0007960777,0.0004933052,0.00003547635,0.001621479,0.0001714031,0.9959066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1405635,"threshold_uncertainty_score":0.2004967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513259006799786,"score_gpt":0.2628265851693897,"score_spread":0.2476939951013918,"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."}}