{"id":"W7084061256","doi":"10.6084/m9.figshare.30135946.v2","title":"Extend Driveway Life and Keep It Looking Fresh with Sealing Services by JB Lines","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water damage; Block (permutation group theory); Service life; Service (business); Highway system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007659292,0.001854632,0.001392849,0.003165768,0.0009007341,0.002646023,0.002219878,0.002152967,0.06608432],"category_scores_gemma":[0.006748508,0.0005221954,0.001826317,0.00650471,0.0003244,0.001911679,0.00213934,0.001335251,0.08223943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178709,"about_ca_system_score_gemma":0.001977126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03894352,"about_ca_topic_score_gemma":0.0899325,"domain_scores_codex":[0.999074,0.0001614193,0.0001167229,0.0003373738,0.0001682205,0.0001423341],"domain_scores_gemma":[0.9980667,0.0006430011,0.0002614192,0.0003564893,0.000455755,0.00021662],"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":[0.0001226553,0.00002191814,0.002901355,0.00195134,0.00008843285,0.00003798512,0.00004970753,0.000344394,0.0001179308,0.0005601572,0.9889976,0.004806402],"study_design_scores_gemma":[0.0001600456,0.00001774207,0.006857249,0.0006737459,0.00007335296,0.00005422016,0.00008785698,0.0002795585,0.0001628881,0.001080497,0.9905216,0.0000313699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001709853,0.0002512959,0.00005394953,0.00009889404,0.00002170544,0.000005427266,0.9983552,0.0002197893,0.0008227876],"genre_scores_gemma":[0.0005588825,0.0001848951,0.0002911214,0.00009907213,0.000007522336,0.00005243728,0.9980768,0.00006675205,0.0006624857],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9339157,"threshold_uncertainty_score":0.2210741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208234344131096,"score_gpt":0.224106307028844,"score_spread":0.212023963587533,"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."}}