{"id":"W2509663008","doi":"","title":"Educational needs of the canadian solid wood products industry","year":2007,"lang":"en","type":"article","venue":"Wood and Fiber Science (Society of Wood Science and Technology)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wood processing; Product (mathematics); Wood industry; Process (computing); Blank; Bridge (graph theory); Engineering; Marketing; Business; Engineering management; Computer science; Mathematics; Mechanical engineering; Forestry; Geography","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":[0.002408183,0.0001883298,0.0001899328,0.002407905,0.008694452,0.00264994,0.0008922784,0.001004491,0.007492],"category_scores_gemma":[0.006036992,0.000248192,0.000181443,0.002825652,0.001202676,0.001139357,0.001575976,0.000960886,0.0003609223],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03922724,"about_ca_system_score_gemma":0.09401888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666457,"about_ca_topic_score_gemma":0.9885142,"domain_scores_codex":[0.9968292,0.0002698022,0.00007510251,0.0001092489,0.001348542,0.001368136],"domain_scores_gemma":[0.9921055,0.0005988909,0.0004155069,0.00005259352,0.003175857,0.003651738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000198531,0.0005435431,0.3653214,0.001059429,0.00003462611,0.003022074,0.2133561,0.00119071,0.004202734,0.02194871,0.0598662,0.3292558],"study_design_scores_gemma":[0.00001754072,0.0002056509,0.4614821,0.0004058318,0.00002160175,0.0004244234,0.3952305,0.001353502,0.0005908817,0.001616652,0.1385667,0.00008475545],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179655,0.0009365559,0.0001619682,0.03930284,0.00006152932,0.00008564501,0.0006058658,0.00002348187,0.04085671],"genre_scores_gemma":[0.985721,0.001516974,0.0005296533,0.002129196,0.00002075793,0.00002958124,0.0002867308,0.000006255905,0.009759734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9607728,"threshold_uncertainty_score":0.2846148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008185896431399881,"score_gpt":0.2327034916830535,"score_spread":0.2245175952516536,"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."}}