{"id":"W2757474271","doi":"10.3390/f8100360","title":"The Effect of Customer–Contractor Alignment in Forest Harvesting Services on Contractor Profitability and the Risk for Relationship Breakdown","year":2017,"lang":"en","type":"article","venue":"Forests","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Profitability index; Business; Supply chain; Profit (economics); Business risks; Marketing; Industrial organization; Finance; Risk analysis (engineering); Economics","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":[0.004020068,0.0001723109,0.0002703321,0.00005805391,0.001085281,0.0005752828,0.000434966,0.0000608507,0.000004869887],"category_scores_gemma":[0.00200323,0.00009058249,0.0001008451,0.00006138816,0.0002839288,0.0006708709,0.0001707977,0.000160731,0.00001456495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002444741,"about_ca_system_score_gemma":0.00000711871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003650018,"about_ca_topic_score_gemma":0.02969503,"domain_scores_codex":[0.9987639,0.00009113483,0.0003869577,0.0002443119,0.0002373733,0.000276306],"domain_scores_gemma":[0.9964251,0.002303938,0.0006221409,0.0005768372,0.00005930035,0.00001268935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009309622,0.0000303304,0.916113,0.0004636416,0.00003381315,7.282709e-7,0.00008955766,0.0001837654,0.000001899033,0.0752325,0.0001007426,0.006819048],"study_design_scores_gemma":[0.003442917,0.00004576019,0.9648342,0.0001113095,0.00008751111,1.61272e-7,0.0000781405,0.008651969,0.0000158333,0.01356003,0.009057515,0.0001146126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926742,0.00006917792,0.00006463894,0.002359717,0.0002195017,0.002262381,0.00001559058,0.00002271608,0.002312038],"genre_scores_gemma":[0.9991007,0.000006752183,0.00001704969,0.0001058263,0.0002422268,0.0003566202,0.00001379167,0.00001432806,0.0001427084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06167247,"threshold_uncertainty_score":0.9880105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145151105745229,"score_gpt":0.2614479331215455,"score_spread":0.2469328225470226,"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."}}