{"id":"W4404636796","doi":"10.1016/j.earscirev.2024.104995","title":"Changes in size of key indicators used in palaeolimnological studies: A critical review","year":2024,"lang":"en","type":"review","venue":"Earth-Science Reviews","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Dalhousie University","funders":"","keywords":"Key (lock); Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006363203,0.001546815,0.004126417,0.006394062,0.0003038971,0.002389246,0.001890957,0.001749688,0.004200548],"category_scores_gemma":[0.0151786,0.0006642881,0.002087812,0.008590313,0.001276663,0.002321923,0.001531415,0.001687784,0.001087759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014491,"about_ca_system_score_gemma":0.006506985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005264282,"about_ca_topic_score_gemma":0.01311717,"domain_scores_codex":[0.9981065,0.000417731,0.0005805184,0.0004064849,0.0004014719,0.00008731164],"domain_scores_gemma":[0.9904433,0.00652589,0.001361563,0.000167893,0.001354601,0.000146706],"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":[0.0002953191,0.00005060082,0.001193743,0.2345156,0.001625626,0.0001126966,0.0001612517,0.0002297713,0.0005809238,0.001812642,0.03286545,0.7265564],"study_design_scores_gemma":[0.0001685314,0.0002926167,0.01304565,0.1918188,0.01205781,0.0009381244,0.0005329604,0.0001497887,0.0007346526,0.002832961,0.7772762,0.0001518637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000425261,0.9995034,0.00003409078,0.0001872253,0.0001258524,0.000004242866,0.00004905828,0.000002228111,0.00005130107],"genre_scores_gemma":[0.0006482608,0.998484,0.0001935731,0.000412994,0.0001536525,0.00001282426,0.000048313,0.000001840797,0.00004453884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006394062,"threshold_uncertainty_score":0.03365219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009757378861859,"score_gpt":0.4345467274280752,"score_spread":0.2335709895418893,"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."}}