{"id":"W4254016813","doi":"10.4141/s07-sipreface","title":"Preface","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001494178,0.0008909288,0.0005934422,0.003263906,0.002678557,0.0023824,0.001159845,0.000847269,0.411161],"category_scores_gemma":[0.01244322,0.0002437763,0.0005620772,0.002014556,0.0004571098,0.001705296,0.001678905,0.002285664,0.2539258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002469188,"about_ca_system_score_gemma":0.00274989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01628322,"about_ca_topic_score_gemma":0.01899681,"domain_scores_codex":[0.9993157,0.00008954433,0.00004760414,0.0001091716,0.0003776409,0.00006032161],"domain_scores_gemma":[0.9929324,0.0008486292,0.0001945135,0.0004857304,0.004853745,0.0006850131],"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":[0.0000169154,0.000009998004,0.00005899968,0.00005291355,0.000001060077,0.00002108125,0.00002689291,0.00003136941,0.00005765763,0.00158582,0.9777852,0.02035205],"study_design_scores_gemma":[0.000003085125,0.000006402294,0.0002689016,0.0000673743,0.000001347483,0.0000193474,0.00004123122,0.00001675677,0.00006080501,0.001286982,0.9982246,0.000003308183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001277213,0.01109052,0.006063943,0.03613553,0.3536801,0.0008370944,0.02213538,0.001513353,0.5672668],"genre_scores_gemma":[0.004337861,0.00430127,0.002053394,0.006174973,0.02708824,0.0003068486,0.009638996,0.0006601277,0.9454384],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.411161,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895818509223252,"score_gpt":0.2571673410613849,"score_spread":0.2382091559691524,"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."}}