{"id":"W6939736279","doi":"10.6084/m9.figshare.29327468","title":"A Review of American Lobster (<i>Homarus americanus</i>) Research Since 2000","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"American lobster; Context (archaeology); Quarter (Canadian coin); Fishing; Homarus; Ecosystem; Climate change","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":[],"consensus_categories":[],"category_scores_codex":[0.001098937,0.0006813993,0.001022457,0.003930687,0.0002931782,0.0009730648,0.0005516512,0.0007390181,0.005071888],"category_scores_gemma":[0.002628162,0.0003023005,0.0007095498,0.004855217,0.0003142752,0.001560206,0.0005082103,0.0006919486,0.001019878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005429682,"about_ca_system_score_gemma":0.002324122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271942,"about_ca_topic_score_gemma":0.006277947,"domain_scores_codex":[0.9995126,0.00009460341,0.0001420427,0.00008270379,0.0001384774,0.00002963739],"domain_scores_gemma":[0.9983563,0.0008568895,0.0003505023,0.00002271613,0.0003368584,0.00007674748],"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":[0.0001630736,0.00004658878,0.001207896,0.1245112,0.0004125453,0.0002727541,0.0002944405,0.0002378895,0.001638329,0.001477787,0.07580578,0.7939317],"study_design_scores_gemma":[0.0000122203,0.0001288229,0.007980339,0.03784912,0.0006459961,0.0009887845,0.0002223979,0.00003886166,0.0002626971,0.0005672137,0.9512755,0.00002801055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001873156,0.9984492,0.00005459041,0.0004756377,0.0003007327,0.000003763255,0.00005485427,0.000003973493,0.0004697842],"genre_scores_gemma":[0.000872552,0.9979814,0.0001508156,0.0003670872,0.0002461251,0.000006891844,0.00006578436,0.000001482393,0.0003078613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005071888,"threshold_uncertainty_score":0.01696712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419768506857241,"score_gpt":0.3405809169724572,"score_spread":0.2963832319038848,"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."}}