{"id":"W3187814944","doi":"10.1093/jof/102.3.4","title":"Focus on ... Students and New Professionals: Forest Products Marketing: New Challenges Require New Skills","year":2004,"lang":"en","type":"article","venue":"Journal of Forestry","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Tembec","funders":"","keywords":"Focus (optics); Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247954,0.0002312072,0.0002726962,0.0003503265,0.0001311497,0.0002941944,0.000530684,0.0000945772,0.00008466852],"category_scores_gemma":[0.001535618,0.0001841816,0.0000817843,0.000248332,0.00002455887,0.001352115,0.0002551059,0.0002828481,0.00003522324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006008779,"about_ca_system_score_gemma":0.000290782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196369,"about_ca_topic_score_gemma":0.00008397126,"domain_scores_codex":[0.9982345,0.00002457913,0.0004913011,0.0002682589,0.0006844944,0.0002969159],"domain_scores_gemma":[0.9985609,0.00008958518,0.0008110938,0.0002933973,0.0001531272,0.0000918987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0013953,0.001448223,0.1059044,0.001360159,0.0002969166,0.0001129524,0.0007585869,0.0002131447,0.0000926976,0.04405164,0.6703534,0.1740126],"study_design_scores_gemma":[0.003985292,0.0001468076,0.6898551,0.002706768,0.0001821715,0.00003197608,0.000829732,0.000007687213,0.00005271766,0.1139409,0.1878214,0.0004394962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849685,0.002274947,0.0001135312,0.09202932,0.002154845,0.0005191868,3.082883e-7,0.00006285643,0.01787649],"genre_scores_gemma":[0.9664955,0.0006788719,0.002226264,0.001138096,0.01177898,0.000003229207,0.000004982484,0.00005520081,0.01761894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5839507,"threshold_uncertainty_score":0.751071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414641297190843,"score_gpt":0.2942765217669992,"score_spread":0.2601301087950908,"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."}}