{"id":"W7059626644","doi":"","title":"","year":2022,"lang":"fr","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonialism; Colonial period; Quarter (Canadian coin)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.001876391,0.001553074,0.002287324,0.0006550074,0.002002788,0.004434972,0.01342065,0.0003608312,0.6335576],"category_scores_gemma":[0.0004166471,0.001658679,0.0006438347,0.001386538,0.00244826,0.007364111,0.02011151,0.001322662,0.006039179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00280825,"about_ca_system_score_gemma":0.0006210323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1030926,"about_ca_topic_score_gemma":0.09448446,"domain_scores_codex":[0.9897211,0.001642722,0.002175773,0.002820519,0.00229307,0.001346767],"domain_scores_gemma":[0.9926032,0.000819666,0.003377792,0.0024839,0.0001101485,0.0006052334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002908286,0.0006983247,0.1705578,0.0002415319,0.0006157221,0.0001116524,0.001034095,0.001435959,0.003908044,0.007468335,0.004277966,0.8093598],"study_design_scores_gemma":[0.001104316,0.0001100256,0.4165266,0.0002799308,0.0002480155,0.00003222557,0.0002869848,0.0001534895,0.001280929,0.001086081,0.5777206,0.001170747],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04676865,0.0004126431,0.0001938806,0.001647355,0.004003629,0.004488493,0.000006594533,0.000125712,0.9423531],"genre_scores_gemma":[0.2033541,0.0006038773,0.002917472,0.002512705,0.0005806104,0.0001405654,0.000696717,0.0008156381,0.7883783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.808189,"threshold_uncertainty_score":0.9997218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05372576176678154,"score_gpt":0.36084925326813,"score_spread":0.3071234915013484,"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."}}