{"id":"W2232963173","doi":"","title":"First Steps on the Quality Journey","year":2002,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Banner; Quality (philosophy); Quality assurance; Quality management system; Certification; Service (business); Business; Quality management; Engineering; Process management; Engineering management; Management; Marketing; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01842456,0.000967296,0.0007110043,0.001795501,0.01010719,0.0204588,0.001975199,0.006625572,0.02836265],"category_scores_gemma":[0.03129026,0.0004901007,0.0007726413,0.001814394,0.01092721,0.01575618,0.01113307,0.01447851,0.007569776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290203,"about_ca_system_score_gemma":0.04617369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05602686,"about_ca_topic_score_gemma":0.05841222,"domain_scores_codex":[0.9863191,0.003946399,0.0006294421,0.0009120084,0.005975086,0.002218107],"domain_scores_gemma":[0.978206,0.004356366,0.0007041524,0.001164109,0.008663339,0.006906136],"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":[0.00008373817,0.0002062653,0.001376615,0.0008192302,0.00003166133,0.0003937996,0.01240956,0.0004072805,0.0006935967,0.4044068,0.410627,0.1685444],"study_design_scores_gemma":[0.00000972331,0.00007957576,0.0005313059,0.0005401159,0.000005142907,0.0001001482,0.008882487,0.00007378241,0.0001426387,0.02813542,0.9614804,0.00001924971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006805977,0.05516282,0.009776522,0.7889616,0.01075069,0.0002158517,0.000292056,0.0002817904,0.1277528],"genre_scores_gemma":[0.2980286,0.1251663,0.07057722,0.2234847,0.007197046,0.0005463514,0.001112574,0.00100798,0.2728792],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05602686,"threshold_uncertainty_score":0.1114015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07387393809893308,"score_gpt":0.3345720904247519,"score_spread":0.2606981523258188,"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."}}